From af3da658b8f1204f516cb21c953424dd62cd19f2 Mon Sep 17 00:00:00 2001 From: Anthony Gatt Date: Thu, 1 Dec 2022 17:31:55 -0800 Subject: [PATCH 01/75] Adding qdess bone segmentation model --- dosma/models/stanford_qdess_bone.py | 162 ++++++++++++++++++++++++++++ 1 file changed, 162 insertions(+) create mode 100644 dosma/models/stanford_qdess_bone.py diff --git a/dosma/models/stanford_qdess_bone.py b/dosma/models/stanford_qdess_bone.py new file mode 100644 index 0000000..f8fcc43 --- /dev/null +++ b/dosma/models/stanford_qdess_bone.py @@ -0,0 +1,162 @@ +from dosma.models.seg_model import SegModel, whiten_volume +from dosma.core.med_volume import MedicalVolume +from keras.models import load_model +from typing import Tuple + +from dosma.core.orientation import SAGITTAL +from copy import deepcopy + +import numpy as np +import skimage + + +class StanfordQDessBoneUNet2D(SegModel): + """ + Template for 2D U-Net models trained on the SKM-TEA dataset (previously + *2021 Stanford qDESS Knee* dataset). + + This model segments patellar cartilage ("pc"), femoral cartilage ("fc"), + tibial cartilage ("tc"), and the meniscus ("men") from quantitative + double echo steady state (qDESS) knee scans. The segmentation is computed on + the root-sum-of-squares (RSS) of the two echoes. + + There are a few weights files that are associated with this model. + We provide a short description of each below: + + * ``qDESS_2021_v1-rms-unet2d-pc_fc_tc_men_weights.h5``: This is the baseline + model trained on the SKM-TEA dataset (v1.0.0). + * ``qDESS_2021_v0_0_1-rms-pc_fc_tc_men_weights.h5``: This model is trained on the RSS + 2021 Stanford qDESS knee dataset (v0.0.1). + * ``qDESS_2021_v0_0_1-traintest-rms-pc_fc_tc_men_weights.h5``: This model + is trained on both the train and test set of the 2021 Stanford qDESS knee + dataset (v0.0.1). + + Examples: + + >>> # Create model based on the volume's shape (SI, AP, 1). + >>> model = StanfordQDessUNet2D((256, 256, 1), "/path/to/weights") + + >>> # Generate mask from root-sum-of-squares (rss) volume. + >>> model.generate_mask(rss) + + >>> # Generate mask from dual-echo volume `de_vol` - shape: (SI, AP, LR, 2) + >>> model.generate_mask(de_vol) + """ + + ALIASES = ("stanford-qdess-2022-unet2d-bone", "skm-tea-unet2d-bone") + + def __init__( + self, + image_size: Tuple[int, int] = (384, 384), + *args, + **kwargs + ): + self.image_size = image_size + super().__init__(*args, **kwargs) + + + + def build_model(self, model_path: str): + """ + Loads a segmentation model and its weights. + + Args: + weights_path: + + Returns: + Keras segmentation model + """ + + model = load_model(model_path) + + return model + + def generate_mask( + self, + volume: MedicalVolume, + + ): + """Segment tissues. + + Args: + volume (MedicalVolume): The volume to segment. Either 3D or 4D. + If the volume is 3D, it is assumed to be the root-sum-of-squares (RSS) + of the two qDESS echoes. If 4D, volume must be of the shape ``(..., 2)``, + where the last dimension corresponds to echo 1 and 2, respectively. + """ + ndim = volume.ndim + if ndim not in (3, 4): + raise ValueError("`volume` must either be 3D or 4D") + + vol_copy = deepcopy(volume) + if ndim == 4: + vol_copy = np.sqrt(np.sum(vol_copy ** 2, axis=-1)) + + # reorient to the sagittal plane + vol_copy.reformat(SAGITTAL, inplace=True) + + vol = vol_copy.volume + vol = self.__preprocess_volume__(vol) + + # reshape volumes to be (slice, x, y, 1) + v = np.transpose(vol, (2, 0, 1)) + # v = np.expand_dims(v, axis=-1) + + mask = self.seg_model.predict(v, batch_size=self.batch_size, verbose=1) + + # one-hot encode mask, reorder axes, and re-size to input shape + mask = self.__postprocess_segmentation__(mask) + + vols = {} + + for i, category in enumerate(["pc", "fc", "mtc", "ltc", "med_men", "lat_men", "fem", "tib", "pat"]): + vol_cp = deepcopy(vol_copy) + vol_cp.volume = np.zeros_like(mask) + vol_cp.volume[mask == i+1] = 1 + + # reorient to match with original volume + vol_cp.reformat(volume.orientation, inplace=True) + vols[category] = vol_cp + + # Create "tc", "men" labels from original models + tissues_to_combine = ( + (("lat_men", "med_men"), "men"), + (("mtc", "ltc"), "tc"), + + ) + for tissues, tissue_name in tissues_to_combine: + vol_cp = deepcopy(vol_copy) + vol_cp.volume = np.zeros_like(mask) + vol_cp.volume[(vols[tissues[0]].volume == 1) + (vols[tissues[1]].volume == 1)] = 1 + vols[tissue_name] = vol_cp + + return vols + + def __preprocess_volume__(self, volume: np.ndarray): + # TODO: Remove epsilon if difference in performance difference is not large. + + self.original_image_shape = volume.shape + + volume = skimage.transform.resize( + image=volume, + output_shape=self.image_size + (volume.shape[-1]), + order=3 + ) + + return whiten_volume(volume, eps=1e-8) + + + def __postprocess_segmentation__(self, mask: np.ndarray): + # reshape mask to be (x, y, slice, classes) + mask = np.transpose(mask, (1, 2, 0, 3)) + + # USE ARGMAX TO GET SINGLE VOLUME SEGMENTATION + mask = np.argmax(mask, axis=-1) + + mask = skimage.transform.resize( + image=mask, + output_shape=self.original_image_shape, + order=0 + ) + + return mask \ No newline at end of file From fb4d584e26102e5754da61778ac119f78e4943ba Mon Sep 17 00:00:00 2001 From: Anthony Gatt Date: Thu, 1 Dec 2022 18:07:16 -0800 Subject: [PATCH 02/75] Bone seg return all tissues - qdess bone seg returns each individual tissue - Added map of combined maps. --- dosma/models/stanford_qdess_bone.py | 10 +++++++++- 1 file changed, 9 insertions(+), 1 deletion(-) diff --git a/dosma/models/stanford_qdess_bone.py b/dosma/models/stanford_qdess_bone.py index f8fcc43..91f9d7e 100644 --- a/dosma/models/stanford_qdess_bone.py +++ b/dosma/models/stanford_qdess_bone.py @@ -107,7 +107,13 @@ def generate_mask( # one-hot encode mask, reorder axes, and re-size to input shape mask = self.__postprocess_segmentation__(mask) - vols = {} + vol_cp = deepcopy(vol_copy) + vol_cp.volume = mask + # reorient to match with original volume + vol_cp.reformat(volume.orientation, inplace=True) + vols = { + "all": vol_cp + } for i, category in enumerate(["pc", "fc", "mtc", "ltc", "med_men", "lat_men", "fem", "tib", "pat"]): vol_cp = deepcopy(vol_copy) @@ -128,6 +134,8 @@ def generate_mask( vol_cp = deepcopy(vol_copy) vol_cp.volume = np.zeros_like(mask) vol_cp.volume[(vols[tissues[0]].volume == 1) + (vols[tissues[1]].volume == 1)] = 1 + # reorient to match with original volume + vol_cp.reformat(volume.orientation, inplace=True) vols[tissue_name] = vol_cp return vols From b925b39a06899bc8417f9c1a26a27c6cbface29e Mon Sep 17 00:00:00 2001 From: Anthony Gatt Date: Thu, 1 Dec 2022 18:56:36 -0800 Subject: [PATCH 03/75] Import bone model to models sub-module --- dosma/models/__init__.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dosma/models/__init__.py b/dosma/models/__init__.py index 519d69c..c8284b4 100644 --- a/dosma/models/__init__.py +++ b/dosma/models/__init__.py @@ -1,4 +1,4 @@ -from dosma.models import oaiunet2d, stanford_qdess, util +from dosma.models import oaiunet2d, stanford_qdess, stanford_qdess_bone, util from dosma.models.oaiunet2d import * # noqa from dosma.models.stanford_qdess import * # noqa: F401, F403 from dosma.models.util import * # noqa From 9e7bf99f184b07c3e82aa01a8b89a5fb83d35419 Mon Sep 17 00:00:00 2001 From: Anthony Gatt Date: Thu, 1 Dec 2022 19:16:31 -0800 Subject: [PATCH 04/75] Add bone seg model to models submodeuls namespace --- dosma/models/__init__.py | 2 ++ dosma/models/stanford_qdess_bone.py | 1 + 2 files changed, 3 insertions(+) diff --git a/dosma/models/__init__.py b/dosma/models/__init__.py index c8284b4..e741b39 100644 --- a/dosma/models/__init__.py +++ b/dosma/models/__init__.py @@ -1,9 +1,11 @@ from dosma.models import oaiunet2d, stanford_qdess, stanford_qdess_bone, util from dosma.models.oaiunet2d import * # noqa from dosma.models.stanford_qdess import * # noqa: F401, F403 +from dosma.models.stanford_qdess_bone import * # noqa: F401, F403 from dosma.models.util import * # noqa __all__ = [] __all__.extend(util.__all__) __all__.extend(oaiunet2d.__all__) __all__.extend(stanford_qdess.__all__) +__all__.extend(stanford_qdess_bone.__all__) \ No newline at end of file diff --git a/dosma/models/stanford_qdess_bone.py b/dosma/models/stanford_qdess_bone.py index 91f9d7e..33ac5a5 100644 --- a/dosma/models/stanford_qdess_bone.py +++ b/dosma/models/stanford_qdess_bone.py @@ -9,6 +9,7 @@ import numpy as np import skimage +__all__ = ["StanfordQDessBoneUNet2D"] class StanfordQDessBoneUNet2D(SegModel): """ From d71179e9686c269860d6041e6f3afa5bed9d550c Mon Sep 17 00:00:00 2001 From: Anthony Gatt Date: Thu, 1 Dec 2022 19:25:15 -0800 Subject: [PATCH 05/75] Done super SegModel because not same funcs --- dosma/models/stanford_qdess_bone.py | 17 ++++++++++++----- 1 file changed, 12 insertions(+), 5 deletions(-) diff --git a/dosma/models/stanford_qdess_bone.py b/dosma/models/stanford_qdess_bone.py index 33ac5a5..a00a04c 100644 --- a/dosma/models/stanford_qdess_bone.py +++ b/dosma/models/stanford_qdess_bone.py @@ -1,9 +1,12 @@ from dosma.models.seg_model import SegModel, whiten_volume from dosma.core.med_volume import MedicalVolume +from dosma.defaults import preferences +from dosma.core.orientation import SAGITTAL + from keras.models import load_model from typing import Tuple -from dosma.core.orientation import SAGITTAL + from copy import deepcopy import numpy as np @@ -47,13 +50,16 @@ class StanfordQDessBoneUNet2D(SegModel): ALIASES = ("stanford-qdess-2022-unet2d-bone", "skm-tea-unet2d-bone") def __init__( - self, + self, + model_path: str, image_size: Tuple[int, int] = (384, 384), - *args, - **kwargs + # *args, + # **kwargs ): + self.batch_size = preferences.segmentation_batch_size self.image_size = image_size - super().__init__(*args, **kwargs) + self.seg_model = self.build_model(model_path=model_path) + # super().__init__(*args, **kwargs) @@ -76,6 +82,7 @@ def generate_mask( self, volume: MedicalVolume, + ): """Segment tissues. From 695a57500b310bf48ca4f70624f3deb57bc6d321 Mon Sep 17 00:00:00 2001 From: Anthony Gatt Date: Thu, 1 Dec 2022 19:28:47 -0800 Subject: [PATCH 06/75] Dont compile loaded bone seg model --- dosma/models/stanford_qdess_bone.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dosma/models/stanford_qdess_bone.py b/dosma/models/stanford_qdess_bone.py index a00a04c..eccd824 100644 --- a/dosma/models/stanford_qdess_bone.py +++ b/dosma/models/stanford_qdess_bone.py @@ -74,7 +74,7 @@ def build_model(self, model_path: str): Keras segmentation model """ - model = load_model(model_path) + model = load_model(model_path, compile=False) return model From 373d206d296d7f059d02237eda71afeab014a2b7 Mon Sep 17 00:00:00 2001 From: Anthony Gatt Date: Thu, 1 Dec 2022 19:30:32 -0800 Subject: [PATCH 07/75] fix tuple concatenation syntax --- dosma/models/stanford_qdess_bone.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dosma/models/stanford_qdess_bone.py b/dosma/models/stanford_qdess_bone.py index eccd824..d1f39b7 100644 --- a/dosma/models/stanford_qdess_bone.py +++ b/dosma/models/stanford_qdess_bone.py @@ -155,7 +155,7 @@ def __preprocess_volume__(self, volume: np.ndarray): volume = skimage.transform.resize( image=volume, - output_shape=self.image_size + (volume.shape[-1]), + output_shape=self.image_size + (volume.shape[-1], ), order=3 ) From 5c1e47523e90bdf5245465954e3194fa167ce496 Mon Sep 17 00:00:00 2001 From: Anthony Gatt Date: Thu, 1 Dec 2022 19:38:09 -0800 Subject: [PATCH 08/75] expand dims for feature layer - use features first --- dosma/models/stanford_qdess_bone.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/dosma/models/stanford_qdess_bone.py b/dosma/models/stanford_qdess_bone.py index d1f39b7..d88dca6 100644 --- a/dosma/models/stanford_qdess_bone.py +++ b/dosma/models/stanford_qdess_bone.py @@ -97,7 +97,9 @@ def generate_mask( raise ValueError("`volume` must either be 3D or 4D") vol_copy = deepcopy(volume) + if ndim == 4: + # if 4D, assume last dimension is echo 1 and 2 vol_copy = np.sqrt(np.sum(vol_copy ** 2, axis=-1)) # reorient to the sagittal plane @@ -108,7 +110,7 @@ def generate_mask( # reshape volumes to be (slice, x, y, 1) v = np.transpose(vol, (2, 0, 1)) - # v = np.expand_dims(v, axis=-1) + v = np.expand_dims(v, axis=1) mask = self.seg_model.predict(v, batch_size=self.batch_size, verbose=1) From dfbdb0b0222ab480e5744ef44d7bf52a6d96d21b Mon Sep 17 00:00:00 2001 From: Anthony Gatt Date: Thu, 1 Dec 2022 17:31:55 -0800 Subject: [PATCH 09/75] Adding qdess bone segmentation model --- dosma/models/stanford_qdess_bone.py | 162 ++++++++++++++++++++++++++++ 1 file changed, 162 insertions(+) create mode 100644 dosma/models/stanford_qdess_bone.py diff --git a/dosma/models/stanford_qdess_bone.py b/dosma/models/stanford_qdess_bone.py new file mode 100644 index 0000000..f8fcc43 --- /dev/null +++ b/dosma/models/stanford_qdess_bone.py @@ -0,0 +1,162 @@ +from dosma.models.seg_model import SegModel, whiten_volume +from dosma.core.med_volume import MedicalVolume +from keras.models import load_model +from typing import Tuple + +from dosma.core.orientation import SAGITTAL +from copy import deepcopy + +import numpy as np +import skimage + + +class StanfordQDessBoneUNet2D(SegModel): + """ + Template for 2D U-Net models trained on the SKM-TEA dataset (previously + *2021 Stanford qDESS Knee* dataset). + + This model segments patellar cartilage ("pc"), femoral cartilage ("fc"), + tibial cartilage ("tc"), and the meniscus ("men") from quantitative + double echo steady state (qDESS) knee scans. The segmentation is computed on + the root-sum-of-squares (RSS) of the two echoes. + + There are a few weights files that are associated with this model. + We provide a short description of each below: + + * ``qDESS_2021_v1-rms-unet2d-pc_fc_tc_men_weights.h5``: This is the baseline + model trained on the SKM-TEA dataset (v1.0.0). + * ``qDESS_2021_v0_0_1-rms-pc_fc_tc_men_weights.h5``: This model is trained on the RSS + 2021 Stanford qDESS knee dataset (v0.0.1). + * ``qDESS_2021_v0_0_1-traintest-rms-pc_fc_tc_men_weights.h5``: This model + is trained on both the train and test set of the 2021 Stanford qDESS knee + dataset (v0.0.1). + + Examples: + + >>> # Create model based on the volume's shape (SI, AP, 1). + >>> model = StanfordQDessUNet2D((256, 256, 1), "/path/to/weights") + + >>> # Generate mask from root-sum-of-squares (rss) volume. + >>> model.generate_mask(rss) + + >>> # Generate mask from dual-echo volume `de_vol` - shape: (SI, AP, LR, 2) + >>> model.generate_mask(de_vol) + """ + + ALIASES = ("stanford-qdess-2022-unet2d-bone", "skm-tea-unet2d-bone") + + def __init__( + self, + image_size: Tuple[int, int] = (384, 384), + *args, + **kwargs + ): + self.image_size = image_size + super().__init__(*args, **kwargs) + + + + def build_model(self, model_path: str): + """ + Loads a segmentation model and its weights. + + Args: + weights_path: + + Returns: + Keras segmentation model + """ + + model = load_model(model_path) + + return model + + def generate_mask( + self, + volume: MedicalVolume, + + ): + """Segment tissues. + + Args: + volume (MedicalVolume): The volume to segment. Either 3D or 4D. + If the volume is 3D, it is assumed to be the root-sum-of-squares (RSS) + of the two qDESS echoes. If 4D, volume must be of the shape ``(..., 2)``, + where the last dimension corresponds to echo 1 and 2, respectively. + """ + ndim = volume.ndim + if ndim not in (3, 4): + raise ValueError("`volume` must either be 3D or 4D") + + vol_copy = deepcopy(volume) + if ndim == 4: + vol_copy = np.sqrt(np.sum(vol_copy ** 2, axis=-1)) + + # reorient to the sagittal plane + vol_copy.reformat(SAGITTAL, inplace=True) + + vol = vol_copy.volume + vol = self.__preprocess_volume__(vol) + + # reshape volumes to be (slice, x, y, 1) + v = np.transpose(vol, (2, 0, 1)) + # v = np.expand_dims(v, axis=-1) + + mask = self.seg_model.predict(v, batch_size=self.batch_size, verbose=1) + + # one-hot encode mask, reorder axes, and re-size to input shape + mask = self.__postprocess_segmentation__(mask) + + vols = {} + + for i, category in enumerate(["pc", "fc", "mtc", "ltc", "med_men", "lat_men", "fem", "tib", "pat"]): + vol_cp = deepcopy(vol_copy) + vol_cp.volume = np.zeros_like(mask) + vol_cp.volume[mask == i+1] = 1 + + # reorient to match with original volume + vol_cp.reformat(volume.orientation, inplace=True) + vols[category] = vol_cp + + # Create "tc", "men" labels from original models + tissues_to_combine = ( + (("lat_men", "med_men"), "men"), + (("mtc", "ltc"), "tc"), + + ) + for tissues, tissue_name in tissues_to_combine: + vol_cp = deepcopy(vol_copy) + vol_cp.volume = np.zeros_like(mask) + vol_cp.volume[(vols[tissues[0]].volume == 1) + (vols[tissues[1]].volume == 1)] = 1 + vols[tissue_name] = vol_cp + + return vols + + def __preprocess_volume__(self, volume: np.ndarray): + # TODO: Remove epsilon if difference in performance difference is not large. + + self.original_image_shape = volume.shape + + volume = skimage.transform.resize( + image=volume, + output_shape=self.image_size + (volume.shape[-1]), + order=3 + ) + + return whiten_volume(volume, eps=1e-8) + + + def __postprocess_segmentation__(self, mask: np.ndarray): + # reshape mask to be (x, y, slice, classes) + mask = np.transpose(mask, (1, 2, 0, 3)) + + # USE ARGMAX TO GET SINGLE VOLUME SEGMENTATION + mask = np.argmax(mask, axis=-1) + + mask = skimage.transform.resize( + image=mask, + output_shape=self.original_image_shape, + order=0 + ) + + return mask \ No newline at end of file From cbd039ae9a3e2a8366bd699b32c3189e4dd2fa37 Mon Sep 17 00:00:00 2001 From: Anthony Gatt Date: Thu, 1 Dec 2022 18:07:16 -0800 Subject: [PATCH 10/75] Bone seg return all tissues - qdess bone seg returns each individual tissue - Added map of combined maps. --- dosma/models/stanford_qdess_bone.py | 10 +++++++++- 1 file changed, 9 insertions(+), 1 deletion(-) diff --git a/dosma/models/stanford_qdess_bone.py b/dosma/models/stanford_qdess_bone.py index f8fcc43..91f9d7e 100644 --- a/dosma/models/stanford_qdess_bone.py +++ b/dosma/models/stanford_qdess_bone.py @@ -107,7 +107,13 @@ def generate_mask( # one-hot encode mask, reorder axes, and re-size to input shape mask = self.__postprocess_segmentation__(mask) - vols = {} + vol_cp = deepcopy(vol_copy) + vol_cp.volume = mask + # reorient to match with original volume + vol_cp.reformat(volume.orientation, inplace=True) + vols = { + "all": vol_cp + } for i, category in enumerate(["pc", "fc", "mtc", "ltc", "med_men", "lat_men", "fem", "tib", "pat"]): vol_cp = deepcopy(vol_copy) @@ -128,6 +134,8 @@ def generate_mask( vol_cp = deepcopy(vol_copy) vol_cp.volume = np.zeros_like(mask) vol_cp.volume[(vols[tissues[0]].volume == 1) + (vols[tissues[1]].volume == 1)] = 1 + # reorient to match with original volume + vol_cp.reformat(volume.orientation, inplace=True) vols[tissue_name] = vol_cp return vols From cda48967ce5a07db57b8eefeb505dc21777d5163 Mon Sep 17 00:00:00 2001 From: Anthony Gatt Date: Thu, 1 Dec 2022 18:56:36 -0800 Subject: [PATCH 11/75] Import bone model to models sub-module --- dosma/models/__init__.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dosma/models/__init__.py b/dosma/models/__init__.py index 519d69c..c8284b4 100644 --- a/dosma/models/__init__.py +++ b/dosma/models/__init__.py @@ -1,4 +1,4 @@ -from dosma.models import oaiunet2d, stanford_qdess, util +from dosma.models import oaiunet2d, stanford_qdess, stanford_qdess_bone, util from dosma.models.oaiunet2d import * # noqa from dosma.models.stanford_qdess import * # noqa: F401, F403 from dosma.models.util import * # noqa From 6309433b849c99c03d19e270c2d329f54607d506 Mon Sep 17 00:00:00 2001 From: Anthony Gatt Date: Thu, 1 Dec 2022 19:16:31 -0800 Subject: [PATCH 12/75] Add bone seg model to models submodeuls namespace --- dosma/models/__init__.py | 2 ++ dosma/models/stanford_qdess_bone.py | 1 + 2 files changed, 3 insertions(+) diff --git a/dosma/models/__init__.py b/dosma/models/__init__.py index c8284b4..e741b39 100644 --- a/dosma/models/__init__.py +++ b/dosma/models/__init__.py @@ -1,9 +1,11 @@ from dosma.models import oaiunet2d, stanford_qdess, stanford_qdess_bone, util from dosma.models.oaiunet2d import * # noqa from dosma.models.stanford_qdess import * # noqa: F401, F403 +from dosma.models.stanford_qdess_bone import * # noqa: F401, F403 from dosma.models.util import * # noqa __all__ = [] __all__.extend(util.__all__) __all__.extend(oaiunet2d.__all__) __all__.extend(stanford_qdess.__all__) +__all__.extend(stanford_qdess_bone.__all__) \ No newline at end of file diff --git a/dosma/models/stanford_qdess_bone.py b/dosma/models/stanford_qdess_bone.py index 91f9d7e..33ac5a5 100644 --- a/dosma/models/stanford_qdess_bone.py +++ b/dosma/models/stanford_qdess_bone.py @@ -9,6 +9,7 @@ import numpy as np import skimage +__all__ = ["StanfordQDessBoneUNet2D"] class StanfordQDessBoneUNet2D(SegModel): """ From 2011737625a51813d7525a21f48e8e11faad73d3 Mon Sep 17 00:00:00 2001 From: Anthony Gatt Date: Thu, 1 Dec 2022 19:25:15 -0800 Subject: [PATCH 13/75] Done super SegModel because not same funcs --- dosma/models/stanford_qdess_bone.py | 17 ++++++++++++----- 1 file changed, 12 insertions(+), 5 deletions(-) diff --git a/dosma/models/stanford_qdess_bone.py b/dosma/models/stanford_qdess_bone.py index 33ac5a5..a00a04c 100644 --- a/dosma/models/stanford_qdess_bone.py +++ b/dosma/models/stanford_qdess_bone.py @@ -1,9 +1,12 @@ from dosma.models.seg_model import SegModel, whiten_volume from dosma.core.med_volume import MedicalVolume +from dosma.defaults import preferences +from dosma.core.orientation import SAGITTAL + from keras.models import load_model from typing import Tuple -from dosma.core.orientation import SAGITTAL + from copy import deepcopy import numpy as np @@ -47,13 +50,16 @@ class StanfordQDessBoneUNet2D(SegModel): ALIASES = ("stanford-qdess-2022-unet2d-bone", "skm-tea-unet2d-bone") def __init__( - self, + self, + model_path: str, image_size: Tuple[int, int] = (384, 384), - *args, - **kwargs + # *args, + # **kwargs ): + self.batch_size = preferences.segmentation_batch_size self.image_size = image_size - super().__init__(*args, **kwargs) + self.seg_model = self.build_model(model_path=model_path) + # super().__init__(*args, **kwargs) @@ -76,6 +82,7 @@ def generate_mask( self, volume: MedicalVolume, + ): """Segment tissues. From dd92a610ac33dda27a937c51c56770d428725146 Mon Sep 17 00:00:00 2001 From: Anthony Gatt Date: Thu, 1 Dec 2022 19:28:47 -0800 Subject: [PATCH 14/75] Dont compile loaded bone seg model --- dosma/models/stanford_qdess_bone.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dosma/models/stanford_qdess_bone.py b/dosma/models/stanford_qdess_bone.py index a00a04c..eccd824 100644 --- a/dosma/models/stanford_qdess_bone.py +++ b/dosma/models/stanford_qdess_bone.py @@ -74,7 +74,7 @@ def build_model(self, model_path: str): Keras segmentation model """ - model = load_model(model_path) + model = load_model(model_path, compile=False) return model From 6dd76cc55182da6883891faa0c9c6eea08c18c67 Mon Sep 17 00:00:00 2001 From: Anthony Gatt Date: Thu, 1 Dec 2022 19:30:32 -0800 Subject: [PATCH 15/75] fix tuple concatenation syntax --- dosma/models/stanford_qdess_bone.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dosma/models/stanford_qdess_bone.py b/dosma/models/stanford_qdess_bone.py index eccd824..d1f39b7 100644 --- a/dosma/models/stanford_qdess_bone.py +++ b/dosma/models/stanford_qdess_bone.py @@ -155,7 +155,7 @@ def __preprocess_volume__(self, volume: np.ndarray): volume = skimage.transform.resize( image=volume, - output_shape=self.image_size + (volume.shape[-1]), + output_shape=self.image_size + (volume.shape[-1], ), order=3 ) From 95793ec93ee1d16a2200ac6044447edd460f75eb Mon Sep 17 00:00:00 2001 From: Anthony Gatt Date: Thu, 1 Dec 2022 19:38:09 -0800 Subject: [PATCH 16/75] expand dims for feature layer - use features first --- dosma/models/stanford_qdess_bone.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/dosma/models/stanford_qdess_bone.py b/dosma/models/stanford_qdess_bone.py index d1f39b7..d88dca6 100644 --- a/dosma/models/stanford_qdess_bone.py +++ b/dosma/models/stanford_qdess_bone.py @@ -97,7 +97,9 @@ def generate_mask( raise ValueError("`volume` must either be 3D or 4D") vol_copy = deepcopy(volume) + if ndim == 4: + # if 4D, assume last dimension is echo 1 and 2 vol_copy = np.sqrt(np.sum(vol_copy ** 2, axis=-1)) # reorient to the sagittal plane @@ -108,7 +110,7 @@ def generate_mask( # reshape volumes to be (slice, x, y, 1) v = np.transpose(vol, (2, 0, 1)) - # v = np.expand_dims(v, axis=-1) + v = np.expand_dims(v, axis=1) mask = self.seg_model.predict(v, batch_size=self.batch_size, verbose=1) From 39898337aefc9f2f16161b1529b074e5ffb3bbe8 Mon Sep 17 00:00:00 2001 From: Anthony Gatti Date: Mon, 5 Dec 2022 12:40:10 -0800 Subject: [PATCH 17/75] Add comments - update postprocess reshaping --- dosma/models/stanford_qdess_bone.py | 23 ++++++++++------------- 1 file changed, 10 insertions(+), 13 deletions(-) diff --git a/dosma/models/stanford_qdess_bone.py b/dosma/models/stanford_qdess_bone.py index d88dca6..72c64b0 100644 --- a/dosma/models/stanford_qdess_bone.py +++ b/dosma/models/stanford_qdess_bone.py @@ -80,9 +80,7 @@ def build_model(self, model_path: str): def generate_mask( self, - volume: MedicalVolume, - - + volume: MedicalVolume, ): """Segment tissues. @@ -108,17 +106,18 @@ def generate_mask( vol = vol_copy.volume vol = self.__preprocess_volume__(vol) - # reshape volumes to be (slice, x, y, 1) + # reshape volumes to be (slice, 1, x, y) v = np.transpose(vol, (2, 0, 1)) v = np.expand_dims(v, axis=1) mask = self.seg_model.predict(v, batch_size=self.batch_size, verbose=1) + # return mask # one-hot encode mask, reorder axes, and re-size to input shape mask = self.__postprocess_segmentation__(mask) - + vol_cp = deepcopy(vol_copy) - vol_cp.volume = mask + vol_cp.volume = deepcopy(mask) # reorient to match with original volume vol_cp.reformat(volume.orientation, inplace=True) vols = { @@ -138,7 +137,6 @@ def generate_mask( tissues_to_combine = ( (("lat_men", "med_men"), "men"), (("mtc", "ltc"), "tc"), - ) for tissues, tissue_name in tissues_to_combine: vol_cp = deepcopy(vol_copy) @@ -163,13 +161,12 @@ def __preprocess_volume__(self, volume: np.ndarray): return whiten_volume(volume, eps=1e-8) - def __postprocess_segmentation__(self, mask: np.ndarray): - # reshape mask to be (x, y, slice, classes) - mask = np.transpose(mask, (1, 2, 0, 3)) - - # USE ARGMAX TO GET SINGLE VOLUME SEGMENTATION - mask = np.argmax(mask, axis=-1) + + # USE ARGMAX TO GET SINGLE VOLUME SEGMENTATION OF ALL TISSUES + mask = np.argmax(mask, axis=1) + # # reshape mask to be (x, y, slice) + mask = np.transpose(mask, (1, 2, 0)) mask = skimage.transform.resize( image=mask, From ba97176ece28753349ba9cb796a05c56afe6cafb Mon Sep 17 00:00:00 2001 From: Anthony Gatti Date: Mon, 5 Dec 2022 16:19:44 -0800 Subject: [PATCH 18/75] Option (Default) get largest connected components --- dosma/models/stanford_qdess_bone.py | 40 ++++++++++++++++++++++++++--- 1 file changed, 36 insertions(+), 4 deletions(-) diff --git a/dosma/models/stanford_qdess_bone.py b/dosma/models/stanford_qdess_bone.py index 72c64b0..73b13bb 100644 --- a/dosma/models/stanford_qdess_bone.py +++ b/dosma/models/stanford_qdess_bone.py @@ -2,6 +2,7 @@ from dosma.core.med_volume import MedicalVolume from dosma.defaults import preferences from dosma.core.orientation import SAGITTAL +from dosma.tissues.tissue import Tissue, largest_cc from keras.models import load_model from typing import Tuple @@ -80,7 +81,8 @@ def build_model(self, model_path: str): def generate_mask( self, - volume: MedicalVolume, + volume: MedicalVolume, + connected_only: bool = True, ): """Segment tissues. @@ -114,7 +116,7 @@ def generate_mask( # return mask # one-hot encode mask, reorder axes, and re-size to input shape - mask = self.__postprocess_segmentation__(mask) + mask = self.__postprocess_segmentation__(mask, connected_only=connected_only) vol_cp = deepcopy(vol_copy) vol_cp.volume = deepcopy(mask) @@ -159,9 +161,11 @@ def __preprocess_volume__(self, volume: np.ndarray): order=3 ) + + return whiten_volume(volume, eps=1e-8) - def __postprocess_segmentation__(self, mask: np.ndarray): + def __postprocess_segmentation__(self, mask: np.ndarray, connected_only: bool = True): # USE ARGMAX TO GET SINGLE VOLUME SEGMENTATION OF ALL TISSUES mask = np.argmax(mask, axis=1) @@ -174,4 +178,32 @@ def __postprocess_segmentation__(self, mask: np.ndarray): order=0 ) - return mask \ No newline at end of file + if connected_only is True: + mask = get_connected_segments(mask) + + return mask + +def get_connected_segments(mask: np.ndarray) -> np.ndarray: + """ + Get the connected segments in segmentation mask + + Args: + mask (np.ndarray): 3D volume of all segmented tissues. + + Returns: + np.ndarray: 3D volume with only the connected segments. + """ + + unique_tissues = np.unique(mask) + + mask_ = np.zeros_like(mask) + + for idx in unique_tissues: + if idx == 0: + continue + mask_binary = np.zeros_like(mask) + mask_binary[mask == idx] = 1 + mask_binary_conected = np.asarray(largest_cc(mask_binary), dtype=np.uint8) + mask_[mask_binary_conected == 1] = idx + + return mask_ From b368fb5ed933ac909213cd7f54b5f1616a1cc0b0 Mon Sep 17 00:00:00 2001 From: Anthony Gatti Date: Mon, 5 Dec 2022 16:49:32 -0800 Subject: [PATCH 19/75] Update docs, provide option for re-building model --- dosma/models/stanford_qdess_bone.py | 64 ++++++++++++++++------------- 1 file changed, 35 insertions(+), 29 deletions(-) diff --git a/dosma/models/stanford_qdess_bone.py b/dosma/models/stanford_qdess_bone.py index 73b13bb..cc7516b 100644 --- a/dosma/models/stanford_qdess_bone.py +++ b/dosma/models/stanford_qdess_bone.py @@ -17,35 +17,34 @@ class StanfordQDessBoneUNet2D(SegModel): """ - Template for 2D U-Net models trained on the SKM-TEA dataset (previously - *2021 Stanford qDESS Knee* dataset). - This model segments patellar cartilage ("pc"), femoral cartilage ("fc"), - tibial cartilage ("tc"), and the meniscus ("men") from quantitative + tibial cartilage ("tc", "mtc", "ltc"), the meniscus ("men", "med_men", + "lat_men"), and bones ("fem", "tib", "pat") from quantitative double echo steady state (qDESS) knee scans. The segmentation is computed on the root-sum-of-squares (RSS) of the two echoes. There are a few weights files that are associated with this model. We provide a short description of each below: - * ``qDESS_2021_v1-rms-unet2d-pc_fc_tc_men_weights.h5``: This is the baseline - model trained on the SKM-TEA dataset (v1.0.0). - * ``qDESS_2021_v0_0_1-rms-pc_fc_tc_men_weights.h5``: This model is trained on the RSS - 2021 Stanford qDESS knee dataset (v0.0.1). - * ``qDESS_2021_v0_0_1-traintest-rms-pc_fc_tc_men_weights.h5``: This model - is trained on both the train and test set of the 2021 Stanford qDESS knee - dataset (v0.0.1). + * ``coarse_2d_sagittal_v1_11-18_Dec-04-2022.h5``: This is the baseline + model trained on a subset of the SKM-TEA dataset (v1.0.0) with bone + labels using the 2D network from Gatti et al. MAGMA, 2021. + + By default this class will resample the input volume to the size of the + originally trained model (384x384) for segmentation and then re-sample the + outputted segmentation to match the original volume. Examples: - >>> # Create model based on the volume's shape (SI, AP, 1). - >>> model = StanfordQDessUNet2D((256, 256, 1), "/path/to/weights") + >>> # Create model. + >>> model = StanfordQDessBoneUNet2D("/path/to/model.h5") >>> # Generate mask from root-sum-of-squares (rss) volume. >>> model.generate_mask(rss) >>> # Generate mask from dual-echo volume `de_vol` - shape: (SI, AP, LR, 2) >>> model.generate_mask(de_vol) + """ ALIASES = ("stanford-qdess-2022-unet2d-bone", "skm-tea-unet2d-bone") @@ -53,12 +52,13 @@ class StanfordQDessBoneUNet2D(SegModel): def __init__( self, model_path: str, - image_size: Tuple[int, int] = (384, 384), + resample_images: bool = True, # *args, # **kwargs ): self.batch_size = preferences.segmentation_batch_size - self.image_size = image_size + self.orig_model_image_size = (384, 384) + self.resample_images = resample_images self.seg_model = self.build_model(model_path=model_path) # super().__init__(*args, **kwargs) @@ -74,8 +74,10 @@ def build_model(self, model_path: str): Returns: Keras segmentation model """ - - model = load_model(model_path, compile=False) + if self.resample_images is True: + model = load_model(model_path, compile=False) + else: + raise Exception('Segmenting without resampling is not supported yet.') return model @@ -155,13 +157,14 @@ def __preprocess_volume__(self, volume: np.ndarray): self.original_image_shape = volume.shape - volume = skimage.transform.resize( - image=volume, - output_shape=self.image_size + (volume.shape[-1], ), - order=3 - ) - - + if self.resample_images is True: + volume = skimage.transform.resize( + image=volume, + output_shape=self.orig_model_image_size + (volume.shape[-1], ), + order=3 + ) + else: + raise Exception('Segmenting without resampling is not supported yet.') return whiten_volume(volume, eps=1e-8) @@ -172,11 +175,14 @@ def __postprocess_segmentation__(self, mask: np.ndarray, connected_only: bool = # # reshape mask to be (x, y, slice) mask = np.transpose(mask, (1, 2, 0)) - mask = skimage.transform.resize( - image=mask, - output_shape=self.original_image_shape, - order=0 - ) + if self.resample_images is True: + mask = skimage.transform.resize( + image=mask, + output_shape=self.original_image_shape, + order=0 + ) + else: + raise Exception('Segmenting without resampling is not supported yet.') if connected_only is True: mask = get_connected_segments(mask) From adcebe3df0556eaddac95b3d7501d313f361a367 Mon Sep 17 00:00:00 2001 From: Anthony Gatti Date: Mon, 5 Dec 2022 17:10:23 -0800 Subject: [PATCH 20/75] Updating documentation --- dosma/models/stanford_qdess_bone.py | 33 +++++++++++++++++++++++++---- 1 file changed, 29 insertions(+), 4 deletions(-) diff --git a/dosma/models/stanford_qdess_bone.py b/dosma/models/stanford_qdess_bone.py index cc7516b..ec33c45 100644 --- a/dosma/models/stanford_qdess_bone.py +++ b/dosma/models/stanford_qdess_bone.py @@ -29,10 +29,19 @@ class StanfordQDessBoneUNet2D(SegModel): * ``coarse_2d_sagittal_v1_11-18_Dec-04-2022.h5``: This is the baseline model trained on a subset of the SKM-TEA dataset (v1.0.0) with bone labels using the 2D network from Gatti et al. MAGMA, 2021. + * PROVIDE ANOTHER SET OF WEIGHTS USING SAME MODEL AS stanford_qdess - By default this class will resample the input volume to the size of the - originally trained model (384x384) for segmentation and then re-sample the - outputted segmentation to match the original volume. + By default this class will resample the input to be the size of the trained + model (384x384) for segmentation and then will re-sample the outputted + segmentation to match the original volume. + + By default, we y return the largest connected component of each tissue. This + can be disabled by setting `connected_only=False` in the `model.generate_mask()`. + + The output includes individual objects for each segmented tissue, including + separate medial/lateral segments of the meniscus and tibial cartilage. It also + includes a combined label for the meniscus and tibial cartilage, and a combined + label for all of the tissues in a single 3D mask. Examples: @@ -45,6 +54,9 @@ class StanfordQDessBoneUNet2D(SegModel): >>> # Generate mask from dual-echo volume `de_vol` - shape: (SI, AP, LR, 2) >>> model.generate_mask(de_vol) + >>> # Generate mask from rss volume without getting largest connected components. + >>> model.generate_mask(rss, connected_only=False) + """ ALIASES = ("stanford-qdess-2022-unet2d-bone", "skm-tea-unet2d-bone") @@ -56,6 +68,14 @@ def __init__( # *args, # **kwargs ): + """ + Args: + model_path (str): Path to model & weights file. + resample_images (bool): Whether or not to resample input volumes to + match original model size. If False, will build new model specific + to loaded image and will load model weights only. Default: True. + """ + self.batch_size = preferences.segmentation_batch_size self.orig_model_image_size = (384, 384) self.resample_images = resample_images @@ -69,7 +89,7 @@ def build_model(self, model_path: str): Loads a segmentation model and its weights. Args: - weights_path: + model_path: Path to model & its weights. Returns: Keras segmentation model @@ -93,6 +113,11 @@ def generate_mask( If the volume is 3D, it is assumed to be the root-sum-of-squares (RSS) of the two qDESS echoes. If 4D, volume must be of the shape ``(..., 2)``, where the last dimension corresponds to echo 1 and 2, respectively. + connected_only (bool): If True, only the largest connected component of + each tissue is returned. Default: True. + + Returns: + dict: Dictionary of segmented tissues. """ ndim = volume.ndim if ndim not in (3, 4): From 672eb785cc38378bbfb4f726ead180c910c689ea Mon Sep 17 00:00:00 2001 From: Anthony Gatti Date: Mon, 5 Dec 2022 17:40:32 -0800 Subject: [PATCH 21/75] Apply linting --- dosma/models/stanford_qdess_bone.py | 81 ++++++++++++++--------------- 1 file changed, 38 insertions(+), 43 deletions(-) diff --git a/dosma/models/stanford_qdess_bone.py b/dosma/models/stanford_qdess_bone.py index ec33c45..93dfb26 100644 --- a/dosma/models/stanford_qdess_bone.py +++ b/dosma/models/stanford_qdess_bone.py @@ -1,24 +1,24 @@ -from dosma.models.seg_model import SegModel, whiten_volume +from copy import deepcopy +from typing import Tuple + +import numpy as np +import skimage + from dosma.core.med_volume import MedicalVolume -from dosma.defaults import preferences from dosma.core.orientation import SAGITTAL +from dosma.defaults import preferences +from dosma.models.seg_model import SegModel, whiten_volume from dosma.tissues.tissue import Tissue, largest_cc from keras.models import load_model -from typing import Tuple - - -from copy import deepcopy - -import numpy as np -import skimage __all__ = ["StanfordQDessBoneUNet2D"] + class StanfordQDessBoneUNet2D(SegModel): """ This model segments patellar cartilage ("pc"), femoral cartilage ("fc"), - tibial cartilage ("tc", "mtc", "ltc"), the meniscus ("men", "med_men", + tibial cartilage ("tc", "mtc", "ltc"), the meniscus ("men", "med_men", "lat_men"), and bones ("fem", "tib", "pat") from quantitative double echo steady state (qDESS) knee scans. The segmentation is computed on the root-sum-of-squares (RSS) of the two echoes. @@ -29,19 +29,19 @@ class StanfordQDessBoneUNet2D(SegModel): * ``coarse_2d_sagittal_v1_11-18_Dec-04-2022.h5``: This is the baseline model trained on a subset of the SKM-TEA dataset (v1.0.0) with bone labels using the 2D network from Gatti et al. MAGMA, 2021. - * PROVIDE ANOTHER SET OF WEIGHTS USING SAME MODEL AS stanford_qdess - - By default this class will resample the input to be the size of the trained - model (384x384) for segmentation and then will re-sample the outputted - segmentation to match the original volume. + * PROVIDE ANOTHER SET OF WEIGHTS USING SAME MODEL AS stanford_qdess - By default, we y return the largest connected component of each tissue. This + By default this class will resample the input to be the size of the trained + model (384x384) for segmentation and then will re-sample the outputted + segmentation to match the original volume. + + By default, we y return the largest connected component of each tissue. This can be disabled by setting `connected_only=False` in the `model.generate_mask()`. The output includes individual objects for each segmented tissue, including separate medial/lateral segments of the meniscus and tibial cartilage. It also includes a combined label for the meniscus and tibial cartilage, and a combined - label for all of the tissues in a single 3D mask. + label for all of the tissues in a single 3D mask. Examples: @@ -65,13 +65,13 @@ def __init__( self, model_path: str, resample_images: bool = True, - # *args, + # *args, # **kwargs ): """ Args: model_path (str): Path to model & weights file. - resample_images (bool): Whether or not to resample input volumes to + resample_images (bool): Whether or not to resample input volumes to match original model size. If False, will build new model specific to loaded image and will load model weights only. Default: True. """ @@ -81,8 +81,6 @@ def __init__( self.resample_images = resample_images self.seg_model = self.build_model(model_path=model_path) # super().__init__(*args, **kwargs) - - def build_model(self, model_path: str): """ @@ -97,12 +95,12 @@ def build_model(self, model_path: str): if self.resample_images is True: model = load_model(model_path, compile=False) else: - raise Exception('Segmenting without resampling is not supported yet.') + raise Exception("Segmenting without resampling is not supported yet.") return model def generate_mask( - self, + self, volume: MedicalVolume, connected_only: bool = True, ): @@ -115,7 +113,7 @@ def generate_mask( where the last dimension corresponds to echo 1 and 2, respectively. connected_only (bool): If True, only the largest connected component of each tissue is returned. Default: True. - + Returns: dict: Dictionary of segmented tissues. """ @@ -127,7 +125,7 @@ def generate_mask( if ndim == 4: # if 4D, assume last dimension is echo 1 and 2 - vol_copy = np.sqrt(np.sum(vol_copy ** 2, axis=-1)) + vol_copy = np.sqrt(np.sum(vol_copy**2, axis=-1)) # reorient to the sagittal plane vol_copy.reformat(SAGITTAL, inplace=True) @@ -144,24 +142,24 @@ def generate_mask( # return mask # one-hot encode mask, reorder axes, and re-size to input shape mask = self.__postprocess_segmentation__(mask, connected_only=connected_only) - + vol_cp = deepcopy(vol_copy) vol_cp.volume = deepcopy(mask) # reorient to match with original volume vol_cp.reformat(volume.orientation, inplace=True) - vols = { - "all": vol_cp - } + vols = {"all": vol_cp} - for i, category in enumerate(["pc", "fc", "mtc", "ltc", "med_men", "lat_men", "fem", "tib", "pat"]): + for i, category in enumerate( + ["pc", "fc", "mtc", "ltc", "med_men", "lat_men", "fem", "tib", "pat"] + ): vol_cp = deepcopy(vol_copy) vol_cp.volume = np.zeros_like(mask) - vol_cp.volume[mask == i+1] = 1 + vol_cp.volume[mask == i + 1] = 1 # reorient to match with original volume vol_cp.reformat(volume.orientation, inplace=True) vols[category] = vol_cp - + # Create "tc", "men" labels from original models tissues_to_combine = ( (("lat_men", "med_men"), "men"), @@ -179,22 +177,20 @@ def generate_mask( def __preprocess_volume__(self, volume: np.ndarray): # TODO: Remove epsilon if difference in performance difference is not large. - + self.original_image_shape = volume.shape if self.resample_images is True: volume = skimage.transform.resize( - image=volume, - output_shape=self.orig_model_image_size + (volume.shape[-1], ), - order=3 + image=volume, output_shape=self.orig_model_image_size + (volume.shape[-1],), order=3 ) else: - raise Exception('Segmenting without resampling is not supported yet.') + raise Exception("Segmenting without resampling is not supported yet.") return whiten_volume(volume, eps=1e-8) def __postprocess_segmentation__(self, mask: np.ndarray, connected_only: bool = True): - + # USE ARGMAX TO GET SINGLE VOLUME SEGMENTATION OF ALL TISSUES mask = np.argmax(mask, axis=1) # # reshape mask to be (x, y, slice) @@ -202,18 +198,17 @@ def __postprocess_segmentation__(self, mask: np.ndarray, connected_only: bool = if self.resample_images is True: mask = skimage.transform.resize( - image=mask, - output_shape=self.original_image_shape, - order=0 + image=mask, output_shape=self.original_image_shape, order=0 ) else: - raise Exception('Segmenting without resampling is not supported yet.') + raise Exception("Segmenting without resampling is not supported yet.") if connected_only is True: mask = get_connected_segments(mask) return mask + def get_connected_segments(mask: np.ndarray) -> np.ndarray: """ Get the connected segments in segmentation mask @@ -236,5 +231,5 @@ def get_connected_segments(mask: np.ndarray) -> np.ndarray: mask_binary[mask == idx] = 1 mask_binary_conected = np.asarray(largest_cc(mask_binary), dtype=np.uint8) mask_[mask_binary_conected == 1] = idx - + return mask_ From ee10a104eef0b8e357dda6f16f44cfe6cc709df6 Mon Sep 17 00:00:00 2001 From: Anthony Gatti Date: Mon, 5 Dec 2022 17:54:45 -0800 Subject: [PATCH 22/75] autoformatting code with make --- dosma/models/__init__.py | 2 +- dosma/models/stanford_qdess_bone.py | 3 +-- 2 files changed, 2 insertions(+), 3 deletions(-) diff --git a/dosma/models/__init__.py b/dosma/models/__init__.py index e741b39..e451735 100644 --- a/dosma/models/__init__.py +++ b/dosma/models/__init__.py @@ -8,4 +8,4 @@ __all__.extend(util.__all__) __all__.extend(oaiunet2d.__all__) __all__.extend(stanford_qdess.__all__) -__all__.extend(stanford_qdess_bone.__all__) \ No newline at end of file +__all__.extend(stanford_qdess_bone.__all__) diff --git a/dosma/models/stanford_qdess_bone.py b/dosma/models/stanford_qdess_bone.py index 93dfb26..5b58a89 100644 --- a/dosma/models/stanford_qdess_bone.py +++ b/dosma/models/stanford_qdess_bone.py @@ -1,5 +1,4 @@ from copy import deepcopy -from typing import Tuple import numpy as np import skimage @@ -8,7 +7,7 @@ from dosma.core.orientation import SAGITTAL from dosma.defaults import preferences from dosma.models.seg_model import SegModel, whiten_volume -from dosma.tissues.tissue import Tissue, largest_cc +from dosma.tissues.tissue import largest_cc from keras.models import load_model From 0950d45cc2616e6af5a31396c6ae53aea65046c3 Mon Sep 17 00:00:00 2001 From: Anthony Gatt Date: Tue, 29 Aug 2023 08:18:42 -0700 Subject: [PATCH 23/75] Lint / autoformat --- dosma/models/stanford_qdess_bone.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dosma/models/stanford_qdess_bone.py b/dosma/models/stanford_qdess_bone.py index 5b58a89..866a385 100644 --- a/dosma/models/stanford_qdess_bone.py +++ b/dosma/models/stanford_qdess_bone.py @@ -124,7 +124,7 @@ def generate_mask( if ndim == 4: # if 4D, assume last dimension is echo 1 and 2 - vol_copy = np.sqrt(np.sum(vol_copy**2, axis=-1)) + vol_copy = np.sqrt(np.sum(vol_copy ** 2, axis=-1)) # reorient to the 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--- dosma/models/stanford_qdess_bone.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/dosma/models/stanford_qdess_bone.py b/dosma/models/stanford_qdess_bone.py index 866a385..227cd01 100644 --- a/dosma/models/stanford_qdess_bone.py +++ b/dosma/models/stanford_qdess_bone.py @@ -205,6 +205,8 @@ def __postprocess_segmentation__(self, mask: np.ndarray, connected_only: bool = if connected_only is True: mask = get_connected_segments(mask) + mask = mask.astype(np.uint8) + return mask From 69c0229c368b7aeec85cabc39409bf62db5a7110 Mon Sep 17 00:00:00 2001 From: Anthony Gatt Date: Fri, 12 Apr 2024 13:23:30 -0700 Subject: [PATCH 26/75] update StanfordQDessBoneINet2D to be flexible on model image size --- dosma/models/stanford_qdess_bone.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/dosma/models/stanford_qdess_bone.py b/dosma/models/stanford_qdess_bone.py index 866a385..cc001b3 100644 --- a/dosma/models/stanford_qdess_bone.py +++ b/dosma/models/stanford_qdess_bone.py @@ -64,6 +64,7 @@ def __init__( self, model_path: str, resample_images: bool = True, + orig_model_image_size: tuple = (384, 384), # *args, # **kwargs ): @@ -76,7 +77,7 @@ def __init__( """ self.batch_size = preferences.segmentation_batch_size - self.orig_model_image_size = (384, 384) + self.orig_model_image_size = orig_model_image_size self.resample_images = resample_images self.seg_model = self.build_model(model_path=model_path) # super().__init__(*args, **kwargs) From c7d614e7f98289fee2fd6301367c94b59686acb2 Mon Sep 17 00:00:00 2001 From: Anthony Date: Wed, 24 Apr 2024 12:41:36 -0700 Subject: [PATCH 27/75] refactor qdess bone seg model - add ability to flood fill bone - make post processing more flexible (for inherited classes) --- dosma/models/seg_model.py | 53 +++++++++++++++++++++ dosma/models/stanford_qdess_bone.py | 74 +++++++++++++---------------- 2 files changed, 85 insertions(+), 42 deletions(-) diff --git a/dosma/models/seg_model.py b/dosma/models/seg_model.py index 7da9fec..67683d1 100644 --- a/dosma/models/seg_model.py +++ b/dosma/models/seg_model.py @@ -1,9 +1,12 @@ from abc import ABC, abstractmethod import numpy as np +from scipy.ndimage import binary_fill_holes from dosma.core.med_volume import MedicalVolume from dosma.defaults import preferences +from dosma.tissues.tissue import largest_cc + try: import keras.backend as K @@ -125,3 +128,53 @@ def whiten_volume(x: np.ndarray, eps: float = 0.0): raise ValueError(f"Input has {x.ndims} dimensions. Expected {__VOLUME_DIMENSIONS__}") return (x - np.mean(x)) / (np.std(x) + eps) + + +# ============================ Postprocessing utils ============================ +def get_connected_segments(mask: np.ndarray) -> np.ndarray: + """ + Get the connected segments in segmentation mask + + Args: + mask (np.ndarray): 3D volume of all segmented tissues. + + Returns: + np.ndarray: 3D volume with only the connected segments. + """ + + unique_tissues = np.unique(mask) + + mask_ = np.zeros_like(mask) + + for idx in unique_tissues: + if idx == 0: + continue + mask_binary = np.zeros_like(mask) + mask_binary[mask == idx] = 1 + mask_binary_conected = np.asarray(largest_cc(mask_binary), dtype=np.uint8) + mask_[mask_binary_conected == 1] = idx + + return mask_ + +def fill_holes(mask: np.ndarray, label_idx=None) -> np.ndarray: + """ + Fill holes in binary mask. + + Args: + mask (np.ndarray): 3D volume of all segmented tissues. + label_idx (int, optional): Label index to fill holes in mask. + + Returns: + np.ndarray: 3D volume with holes filled. + """ + + if label_idx is None: + assert len(np.unique(mask) == 2), "Mask should be binary" + mask_ = mask.copy() + else: + mask = (mask == label_idx).copy() + + mask_ = binary_fill_holes(mask) + + return mask_ + diff --git a/dosma/models/stanford_qdess_bone.py b/dosma/models/stanford_qdess_bone.py index 43d7e04..666dc42 100644 --- a/dosma/models/stanford_qdess_bone.py +++ b/dosma/models/stanford_qdess_bone.py @@ -6,8 +6,7 @@ from dosma.core.med_volume import MedicalVolume from dosma.core.orientation import SAGITTAL from dosma.defaults import preferences -from dosma.models.seg_model import SegModel, whiten_volume -from dosma.tissues.tissue import largest_cc +from dosma.models.seg_model import SegModel, whiten_volume, get_connected_segments, fill_holes from keras.models import load_model @@ -65,6 +64,14 @@ def __init__( model_path: str, resample_images: bool = True, orig_model_image_size: tuple = (384, 384), + tissue_names: tuple = ( + "pc", "fc", "mtc", "ltc", "med_men", "lat_men", "fem", "tib", "pat" + ), + tissues_to_combine: tuple = ( + (("lat_men", "med_men"), "men"), + (("mtc", "ltc"), "tc"), + ), + bone_indices: tuple = (7, 8, 9) # *args, # **kwargs ): @@ -80,7 +87,10 @@ def __init__( self.orig_model_image_size = orig_model_image_size self.resample_images = resample_images self.seg_model = self.build_model(model_path=model_path) - # super().__init__(*args, **kwargs) + + self.tissue_names = tissue_names + self.tissues_to_combine = tissues_to_combine + self.bone_indices = bone_indices def build_model(self, model_path: str): """ @@ -103,6 +113,7 @@ def generate_mask( self, volume: MedicalVolume, connected_only: bool = True, + fill_bone_holes: bool = True, ): """Segment tissues. @@ -113,6 +124,7 @@ def generate_mask( where the last dimension corresponds to echo 1 and 2, respectively. connected_only (bool): If True, only the largest connected component of each tissue is returned. Default: True. + fill_bone_holes (bool): If True, fill holes in bone segmentations. Default: True. Returns: dict: Dictionary of segmented tissues. @@ -141,7 +153,7 @@ def generate_mask( # return mask # one-hot encode mask, reorder axes, and re-size to input shape - mask = self.__postprocess_segmentation__(mask, connected_only=connected_only) + mask = self.__postprocess_segmentation__(mask, connected_only=connected_only, fill_bone_holes=fill_bone_holes) vol_cp = deepcopy(vol_copy) vol_cp.volume = deepcopy(mask) @@ -150,7 +162,7 @@ def generate_mask( vols = {"all": vol_cp} for i, category in enumerate( - ["pc", "fc", "mtc", "ltc", "med_men", "lat_men", "fem", "tib", "pat"] + self.tissue_names ): vol_cp = deepcopy(vol_copy) vol_cp.volume = np.zeros_like(mask) @@ -160,18 +172,15 @@ def generate_mask( vol_cp.reformat(volume.orientation, inplace=True) vols[category] = vol_cp - # Create "tc", "men" labels from original models - tissues_to_combine = ( - (("lat_men", "med_men"), "men"), - (("mtc", "ltc"), "tc"), - ) - for tissues, tissue_name in tissues_to_combine: - vol_cp = deepcopy(vol_copy) - vol_cp.volume = np.zeros_like(mask) - vol_cp.volume[(vols[tissues[0]].volume == 1) + (vols[tissues[1]].volume == 1)] = 1 - # reorient to match with original volume - vol_cp.reformat(volume.orientation, inplace=True) - vols[tissue_name] = vol_cp + # combine tissues + if len(self.tissues_to_combine) > 0: + for tissues, tissue_name in self.tissues_to_combine: + vol_cp = deepcopy(vol_copy) + vol_cp.volume = np.zeros_like(mask) + vol_cp.volume[(vols[tissues[0]].volume == 1) + (vols[tissues[1]].volume == 1)] = 1 + # reorient to match with original volume + vol_cp.reformat(volume.orientation, inplace=True) + vols[tissue_name] = vol_cp return vols @@ -189,7 +198,7 @@ def __preprocess_volume__(self, volume: np.ndarray): return whiten_volume(volume, eps=1e-8) - def __postprocess_segmentation__(self, mask: np.ndarray, connected_only: bool = True): + def __postprocess_segmentation__(self, mask: np.ndarray, connected_only: bool = True, fill_bone_holes: bool = True): # USE ARGMAX TO GET SINGLE VOLUME SEGMENTATION OF ALL TISSUES mask = np.argmax(mask, axis=1) @@ -206,32 +215,13 @@ def __postprocess_segmentation__(self, mask: np.ndarray, connected_only: bool = if connected_only is True: mask = get_connected_segments(mask) + if fill_bone_holes is True: + for bone_idx in self.bone_indices: + mask_ = fill_holes(mask, label_idx=bone_idx) + mask[mask_ == 1] = bone_idx + mask = mask.astype(np.uint8) return mask -def get_connected_segments(mask: np.ndarray) -> np.ndarray: - """ - Get the connected segments in segmentation mask - - Args: - mask (np.ndarray): 3D volume of all segmented tissues. - - Returns: - np.ndarray: 3D volume with only the connected segments. - """ - - unique_tissues = np.unique(mask) - - mask_ = np.zeros_like(mask) - - for idx in unique_tissues: - if idx == 0: - continue - mask_binary = np.zeros_like(mask) - mask_binary[mask == idx] = 1 - mask_binary_conected = np.asarray(largest_cc(mask_binary), dtype=np.uint8) - mask_[mask_binary_conected == 1] = idx - - return mask_ From cce80f84be1944852c00e85e98ebd3aa594e0b76 Mon Sep 17 00:00:00 2001 From: Anthony Date: Wed, 24 Apr 2024 12:42:05 -0700 Subject: [PATCH 28/75] Add cube model --- dosma/models/__init__.py | 1 + dosma/models/stanford_cube_bone.py | 59 ++++++++++++++++++++++++++++++ 2 files changed, 60 insertions(+) create mode 100644 dosma/models/stanford_cube_bone.py diff --git a/dosma/models/__init__.py b/dosma/models/__init__.py index e451735..304908e 100644 --- a/dosma/models/__init__.py +++ b/dosma/models/__init__.py @@ -2,6 +2,7 @@ from dosma.models.oaiunet2d import * # noqa from dosma.models.stanford_qdess import * # noqa: F401, F403 from dosma.models.stanford_qdess_bone import * # noqa: F401, F403 +from dosma.models.stanford_cube_bone import * # noqa: F401, F403 from dosma.models.util import * # noqa __all__ = [] diff --git a/dosma/models/stanford_cube_bone.py b/dosma/models/stanford_cube_bone.py new file mode 100644 index 0000000..e1f8acb --- /dev/null +++ b/dosma/models/stanford_cube_bone.py @@ -0,0 +1,59 @@ +from dosma.models.stanford_qdess_bone import StanfordQDessBoneUNet2D + +__all__ = ["StanfordCubeBoneUNet2D"] + + +class StanfordCubeBoneUNet2D(StanfordQDessBoneUNet2D): + """ + This model segments bones (femur, tibia, patella) from cube knee scans. + + There are a few weights files that are associated with this model. + We provide a short description of each below: + + * ````: This is the baseline + model trained on a subset of the K2S MRI reconstruction challenge + hosted by UCSF using the 2D network from Gatti et al. MAGMA, 2021. + + By default this class will resample the input to be the size of the trained + model (512x512) for segmentation and then will re-sample the outputted + segmentation to match the original volume. + + By default, we return the largest connected component of each tissue. This + can be disabled by setting `connected_only=False` in the `model.generate_mask()`. + + By default, we fill holes in bone segmentations. This can be disabled by setting + `fill_bone_holes=False` in the `model.generate_mask()`. + + The output includes individual objects for each segmented tissue. It also + includes a combined label for all of the tissues in a single 3D mask. + + Examples: + + >>> # Create model. + >>> model = StanfordCubeBoneUNet2D("/path/to/model.h5") + + >>> # Generate mask from medical volume. + >>> model.generate_mask(medvol) + + >>> # Generate mask from medical volume without getting largest connected components. + >>> model.generate_mask(medvol, connected_only=False) + + """ + + ALIASES = ("stanford-cube-2024-unet2d-bone", "k2s-unet2d-bone") + + def __init__( + self, + model_path: str, + resample_images: bool = True, + orig_model_image_size: tuple = (512, 512), + tissue_names: tuple = ( + "fem", "tib", "pat" + ), + tissues_to_combine: tuple = (), + bone_indices: tuple = (7, 8, 9) + # *args, + # **kwargs + ): + super().__init__(model_path, resample_images, orig_model_image_size, tissue_names, tissues_to_combine, bone_indices) + From d958d1d6d89a69d4351c449f65e227a3c378bc63 Mon Sep 17 00:00:00 2001 From: Anthony Gatt Date: Fri, 16 Aug 2024 10:37:34 -0700 Subject: [PATCH 29/75] Update tensorflow to be > 2.0.0 & remove import keras --- .github/workflows/ci.yml | 2 +- dosma/models/oaiunet2d.py | 13 ++++++++++--- dosma/models/seg_model.py | 5 ++--- dosma/models/stanford_qdess.py | 13 ++++++++++--- dosma/utils/collect_env.py | 2 +- setup.py | 5 ++--- tests/models/test_oaiunet2d.py | 2 +- tests/scan_sequences/mri/test_qdess.py | 2 +- 8 files changed, 28 insertions(+), 16 deletions(-) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 6e2f37d..225b0f0 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -88,7 +88,7 @@ jobs: run: | python -m pip install --upgrade pip pip install numba==0.53.1 - pip install tensorflow==2.4.1 keras + pip install tensorflow>=2.0.0 pip install torch pip install sigpy pip install --upgrade simpleitk==2.0.2 diff --git a/dosma/models/oaiunet2d.py b/dosma/models/oaiunet2d.py index 9910d47..dc54a09 100644 --- a/dosma/models/oaiunet2d.py +++ b/dosma/models/oaiunet2d.py @@ -6,9 +6,16 @@ import numpy as np try: - from keras.layers import BatchNormalization as BN - from keras.layers import Concatenate, Conv2D, Conv2DTranspose, Dropout, Input, MaxPooling2D - from keras.models import Model + from tensorflow.keras.layers import BatchNormalization as BN + from tensorflow.keras.layers import ( + Concatenate, + Conv2D, + Conv2DTranspose, + Dropout, + Input, + MaxPooling2D, + ) + from tensorflow.keras.models import Model _SUPPORTS_KERAS = True except ImportError: # pragma: no-cover diff --git a/dosma/models/seg_model.py b/dosma/models/seg_model.py index 67683d1..afb6c02 100644 --- a/dosma/models/seg_model.py +++ b/dosma/models/seg_model.py @@ -7,9 +7,8 @@ from dosma.defaults import preferences from dosma.tissues.tissue import largest_cc - try: - import keras.backend as K + import tensorflow.keras.backend as K except ImportError: # pragma: no cover pass @@ -156,6 +155,7 @@ def get_connected_segments(mask: np.ndarray) -> np.ndarray: return mask_ + def fill_holes(mask: np.ndarray, label_idx=None) -> np.ndarray: """ Fill holes in binary mask. @@ -177,4 +177,3 @@ def fill_holes(mask: np.ndarray, label_idx=None) -> np.ndarray: mask_ = binary_fill_holes(mask) return mask_ - diff --git a/dosma/models/stanford_qdess.py b/dosma/models/stanford_qdess.py index d83f48b..9ef2478 100644 --- a/dosma/models/stanford_qdess.py +++ b/dosma/models/stanford_qdess.py @@ -9,9 +9,16 @@ import numpy as np try: - from keras.layers import BatchNormalization as BN - from keras.layers import Concatenate, Conv2D, Conv2DTranspose, Dropout, Input, MaxPooling2D - from keras.models import Model + from tensorflow.keras.layers import BatchNormalization as BN + from tensorflow.keras.layers import ( + Concatenate, + Conv2D, + Conv2DTranspose, + Dropout, + Input, + MaxPooling2D, + ) + from tensorflow.keras.models import Model _SUPPORTS_KERAS = True except ImportError: # pragma: no-cover diff --git a/dosma/utils/collect_env.py b/dosma/utils/collect_env.py index fd5a1f7..dfc42e0 100644 --- a/dosma/utils/collect_env.py +++ b/dosma/utils/collect_env.py @@ -56,7 +56,7 @@ def collect_env_info(): pass try: - import keras + import tensorflow.keras as keras data.append(("keras", keras.__version__)) except ImportError: diff --git a/setup.py b/setup.py index 70c1f66..6dec842 100644 --- a/setup.py +++ b/setup.py @@ -131,11 +131,10 @@ def run(self): "sphinx", "sphinxcontrib.bibtex", "m2r2", - "tensorflow<=2.4.1", - "keras<=2.4.3", + "tensorflow>=2.0.0", "sigpy", ], - "ai": ["tensorflow<=2.4.1", "keras<=2.4.3"], + "ai": ["tensorflow>=2.0.0"], "docs": ["mistune>=0.8.1,<2.0.0", "sphinx", "sphinxcontrib.bibtex", "m2r2"], } diff --git a/tests/models/test_oaiunet2d.py b/tests/models/test_oaiunet2d.py index 84e59fb..2c4dec3 100644 --- a/tests/models/test_oaiunet2d.py +++ b/tests/models/test_oaiunet2d.py @@ -9,7 +9,7 @@ from dosma.models.seg_model import whiten_volume from dosma.tissues.femoral_cartilage import FemoralCartilage -import keras.backend as K +import tensorflow.keras.backend as K from .. import util diff --git a/tests/scan_sequences/mri/test_qdess.py b/tests/scan_sequences/mri/test_qdess.py index 0a680ab..d15874e 100644 --- a/tests/scan_sequences/mri/test_qdess.py +++ b/tests/scan_sequences/mri/test_qdess.py @@ -11,7 +11,7 @@ from dosma.scan_sequences.mri.qdess import QDess from dosma.tissues.femoral_cartilage import FemoralCartilage -import keras.backend as K +import tensorflow.keras.backend as K from ... import util From 22d6054b78e86bac66400d4f7df7d1343ff45f54 Mon Sep 17 00:00:00 2001 From: Anthony Gatt Date: Fri, 16 Aug 2024 10:38:07 -0700 Subject: [PATCH 30/75] Update docs requirements to use same version of h5py ( not < 3) --- docs/requirements.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/requirements.txt b/docs/requirements.txt index 326ea99..83608d7 100644 --- a/docs/requirements.txt +++ b/docs/requirements.txt @@ -1,4 +1,4 @@ -h5py<3.0.0 +h5py numpy natsort nested-lookup From 751ef0c2ae826a02208371104a47546d024339aa Mon Sep 17 00:00:00 2001 From: Anthony Gatt Date: Fri, 16 Aug 2024 10:38:25 -0700 Subject: [PATCH 31/75] Black format updates --- dosma/models/stanford_cube_bone.py | 16 ++++++++++------ dosma/models/stanford_qdess_bone.py | 22 ++++++++++------------ 2 files changed, 20 insertions(+), 18 deletions(-) diff --git a/dosma/models/stanford_cube_bone.py b/dosma/models/stanford_cube_bone.py index e1f8acb..6b9b9a8 100644 --- a/dosma/models/stanford_cube_bone.py +++ b/dosma/models/stanford_cube_bone.py @@ -5,7 +5,7 @@ class StanfordCubeBoneUNet2D(StanfordQDessBoneUNet2D): """ - This model segments bones (femur, tibia, patella) from cube knee scans. + This model segments bones (femur, tibia, patella) from cube knee scans. There are a few weights files that are associated with this model. We provide a short description of each below: @@ -47,13 +47,17 @@ def __init__( model_path: str, resample_images: bool = True, orig_model_image_size: tuple = (512, 512), - tissue_names: tuple = ( - "fem", "tib", "pat" - ), + tissue_names: tuple = ("fem", "tib", "pat"), tissues_to_combine: tuple = (), bone_indices: tuple = (7, 8, 9) # *args, # **kwargs ): - super().__init__(model_path, resample_images, orig_model_image_size, tissue_names, tissues_to_combine, bone_indices) - + super().__init__( + model_path, + resample_images, + orig_model_image_size, + tissue_names, + tissues_to_combine, + bone_indices, + ) diff --git a/dosma/models/stanford_qdess_bone.py b/dosma/models/stanford_qdess_bone.py index 666dc42..136ec53 100644 --- a/dosma/models/stanford_qdess_bone.py +++ b/dosma/models/stanford_qdess_bone.py @@ -6,9 +6,9 @@ from dosma.core.med_volume import MedicalVolume from dosma.core.orientation import SAGITTAL from dosma.defaults import preferences -from dosma.models.seg_model import SegModel, whiten_volume, get_connected_segments, fill_holes +from dosma.models.seg_model import SegModel, fill_holes, get_connected_segments, whiten_volume -from keras.models import load_model +from tensorflow.keras.models import load_model __all__ = ["StanfordQDessBoneUNet2D"] @@ -64,9 +64,7 @@ def __init__( model_path: str, resample_images: bool = True, orig_model_image_size: tuple = (384, 384), - tissue_names: tuple = ( - "pc", "fc", "mtc", "ltc", "med_men", "lat_men", "fem", "tib", "pat" - ), + tissue_names: tuple = ("pc", "fc", "mtc", "ltc", "med_men", "lat_men", "fem", "tib", "pat"), tissues_to_combine: tuple = ( (("lat_men", "med_men"), "men"), (("mtc", "ltc"), "tc"), @@ -153,7 +151,9 @@ def generate_mask( # return mask # one-hot encode mask, reorder axes, and re-size to input shape - mask = self.__postprocess_segmentation__(mask, connected_only=connected_only, fill_bone_holes=fill_bone_holes) + mask = self.__postprocess_segmentation__( + mask, connected_only=connected_only, fill_bone_holes=fill_bone_holes + ) vol_cp = deepcopy(vol_copy) vol_cp.volume = deepcopy(mask) @@ -161,9 +161,7 @@ def generate_mask( vol_cp.reformat(volume.orientation, inplace=True) vols = {"all": vol_cp} - for i, category in enumerate( - self.tissue_names - ): + for i, category in enumerate(self.tissue_names): vol_cp = deepcopy(vol_copy) vol_cp.volume = np.zeros_like(mask) vol_cp.volume[mask == i + 1] = 1 @@ -198,7 +196,9 @@ def __preprocess_volume__(self, volume: np.ndarray): return whiten_volume(volume, eps=1e-8) - def __postprocess_segmentation__(self, mask: np.ndarray, connected_only: bool = True, fill_bone_holes: bool = True): + def __postprocess_segmentation__( + self, mask: np.ndarray, connected_only: bool = True, fill_bone_holes: bool = True + ): # USE ARGMAX TO GET SINGLE VOLUME SEGMENTATION OF ALL TISSUES mask = np.argmax(mask, axis=1) @@ -223,5 +223,3 @@ def __postprocess_segmentation__(self, mask: np.ndarray, connected_only: bool = mask = mask.astype(np.uint8) return mask - - From 150f44d7bbb8318f2decfa783896394aaefc6818 Mon Sep 17 00:00:00 2001 From: Anthony Gatt Date: Fri, 16 Aug 2024 10:49:09 -0700 Subject: [PATCH 32/75] update zip to use `strict=True` --- dosma/core/io/dicom_io.py | 2 +- dosma/core/numpy_routines.py | 4 ++-- dosma/core/registration.py | 10 +++++----- dosma/models/util.py | 2 +- dosma/scan_sequences/mri/cube_quant.py | 2 +- dosma/scan_sequences/mri/qdess.py | 2 +- dosma/scan_sequences/scan_io.py | 8 ++++---- tests/core/io/test_dicom_io.py | 6 +++--- tests/core/test_med_volume.py | 2 +- tests/core/test_numpy_routines.py | 6 +++--- tests/core/test_registration.py | 6 +++--- tests/scan_sequences/mri/test_cones.py | 16 ++++++++-------- tests/scan_sequences/mri/test_cubequant.py | 16 ++++++++-------- tests/scan_sequences/mri/test_mapss.py | 4 ++-- tests/scan_sequences/mri/test_qdess.py | 4 ++-- 15 files changed, 45 insertions(+), 45 deletions(-) diff --git a/dosma/core/io/dicom_io.py b/dosma/core/io/dicom_io.py index 3ea5d82..774772d 100644 --- a/dosma/core/io/dicom_io.py +++ b/dosma/core/io/dicom_io.py @@ -480,7 +480,7 @@ def save( process_map(_write_dicom_file, slices, headers, filepaths) else: with mp.Pool(self.num_workers) as p: - out = p.starmap_async(_write_dicom_file, zip(slices, headers, filepaths)) + out = p.starmap_async(_write_dicom_file, zip(slices, headers, filepaths, strict=True)) out.wait() else: for s in tqdm(range(num_slices), disable=not self.verbose): diff --git a/dosma/core/numpy_routines.py b/dosma/core/numpy_routines.py index 74f1681..67425a6 100644 --- a/dosma/core/numpy_routines.py +++ b/dosma/core/numpy_routines.py @@ -336,7 +336,7 @@ def concatenate(xs, axis: int = -1): "has affine {} and the input at index {} " "has affine {}".format(xs[0].affine[:3, :3], i, x.affine[:3, :3]) ) - for i, (x1, x2) in enumerate(zip(xs[:-1], xs[1:])): + for i, (x1, x2) in enumerate(zip(xs[:-1], xs[1:], strict=True)): ijk1 = np.array([0, 0, 0, 1]) ijk1[axis] = x1.shape[axis] xyz = x1.affine.dot(ijk1)[:3] @@ -367,7 +367,7 @@ def concatenate(xs, axis: int = -1): else: headers = np.concatenate(headers, axis=axis) if headers.ndim != volume.ndim or any( - [hs != 1 and hs != vs for hs, vs in zip(headers.shape, volume.shape)] + [hs != 1 and hs != vs for hs, vs in zip(headers.shape, volume.shape, strict=True)] ): warnings.warn( "Got invalid headers shape ({}) given concatenated output shape ({}). " diff --git a/dosma/core/registration.py b/dosma/core/registration.py index b87409d..9fbc74e 100644 --- a/dosma/core/registration.py +++ b/dosma/core/registration.py @@ -133,12 +133,12 @@ def register( filepaths = [os.path.join(tmp_dir, f"{default_files[idx]}.nii.gz") for idx in idxs] if num_workers > 0: with mp.Pool(min(num_workers, len(vols))) as p: - out = p.starmap_async(_write, zip(vols, filepaths)) + out = p.starmap_async(_write, zip(vols, filepaths, strict=True)) out.wait() else: - for vol, fp in zip(vols, filepaths): + for vol, fp in zip(vols, filepaths, strict=True): _write(vol, fp) - for idx, fp in zip(idxs, filepaths): + for idx, fp in zip(idxs, filepaths, strict=True): files[idx] = fp # Assign file paths to respective variables. @@ -151,7 +151,7 @@ def register( # Perform registration. reg_out_paths = [os.path.join(output_path, f"moving-{idx}") for idx in range(len(moving))] - reg_args = list(zip(moving, moving_masks, reg_out_paths)) + reg_args = list(zip(moving, moving_masks, reg_out_paths, strict=True)) if num_workers > 0: func = partial( _elastix_register_mp, @@ -273,7 +273,7 @@ def apply_warp( "`output_path` must be a directory or list of directories " "of same length as `moving`" ) - warp_args = list(zip(moving, output_path)) + warp_args = list(zip(moving, output_path, strict=True)) if num_workers > 0: func = partial( _apply_warp_mp, diff --git a/dosma/models/util.py b/dosma/models/util.py index 0654cfa..359bea6 100644 --- a/dosma/models/util.py +++ b/dosma/models/util.py @@ -68,7 +68,7 @@ def _gen_mask(func, *_args, **_kwargs): out = [out] if not len(categories) == len(out): raise ValueError("Got {} outputs, but {} categories".format(len(out), len(categories))) - return {cat: out for cat, out in zip(categories, out)} + return {cat: out for cat, out in zip(categories, out, strict=True)} if isinstance(cfg_file_or_dict, str): with open(cfg_file_or_dict, "r") as f: diff --git a/dosma/scan_sequences/mri/cube_quant.py b/dosma/scan_sequences/mri/cube_quant.py index c530f9a..84e8217 100644 --- a/dosma/scan_sequences/mri/cube_quant.py +++ b/dosma/scan_sequences/mri/cube_quant.py @@ -232,7 +232,7 @@ def __intraregister__(self): # Transfer header information reg_vols = [ reg._partial_clone(volume=False, headers=vol.headers()) - for (reg, vol) in zip(reg_vols, volumes) + for (reg, vol) in zip(reg_vols, volumes, strict=True) ] # Undo sorting by spin lock time. diff --git a/dosma/scan_sequences/mri/qdess.py b/dosma/scan_sequences/mri/qdess.py index 3358b24..ab40898 100644 --- a/dosma/scan_sequences/mri/qdess.py +++ b/dosma/scan_sequences/mri/qdess.py @@ -92,7 +92,7 @@ def segment(self, model: SegModel, tissue: Tissue, use_rss: bool = False): if isinstance(mask, dict): if not isinstance(tissue, Sequence): tissue = [tissue] - for abbreviation, tis in zip([t.STR_ID for t in tissue], tissue): + for abbreviation, tis in zip([t.STR_ID for t in tissue], tissue, strict=True): tis.set_mask(mask[abbreviation]) self.__add_tissue__(tis) else: diff --git a/dosma/scan_sequences/scan_io.py b/dosma/scan_sequences/scan_io.py index 0984128..ed54411 100644 --- a/dosma/scan_sequences/scan_io.py +++ b/dosma/scan_sequences/scan_io.py @@ -302,15 +302,15 @@ def save_custom_data( keys = metadata.keys() if isinstance(paths, Dict): paths = [paths[k] for k in keys] - paths = [os.path.join(_path, f"{k}") for k, _path in zip(keys, paths)] + paths = [os.path.join(_path, f"{k}") for k, _path in zip(keys, paths, strict=True)] values = self.save_custom_data(metadata.values(), paths, fname_fmt, **kwargs) - metadata = {k: v for k, v in zip(keys, values)} + metadata = {k: v for k, v in zip(keys, values, strict=True)} elif not isinstance(metadata, str) and isinstance(metadata, (Sequence, Set)): values = list(metadata) paths = [os.path.join(_path, "{:03d}".format(i)) for i, _path in enumerate(paths)] values = [ self.save_custom_data(_x, _path, fname_fmt, **kwargs) - for _x, _path in zip(values, paths) + for _x, _path in zip(values, paths, strict=True) ] if not isinstance(values, type(metadata)): metadata = type(metadata)(values) @@ -388,7 +388,7 @@ def load_custom_data(cls, data: Any, **kwargs): if issubclass(dtype, Dict): keys = cls.load_custom_data(data.keys(), **kwargs) values = cls.load_custom_data(data.values(), **kwargs) - data = {k: v for k, v in zip(keys, values)} + data = {k: v for k, v in zip(keys, values, strict=True)} elif not issubclass(dtype, str) and issubclass(dtype, (list, tuple, set)): data = dtype([cls.load_custom_data(x, **kwargs) for x in data]) else: diff --git a/tests/core/io/test_dicom_io.py b/tests/core/io/test_dicom_io.py index e902450..6b11b99 100644 --- a/tests/core/io/test_dicom_io.py +++ b/tests/core/io/test_dicom_io.py @@ -160,11 +160,11 @@ def test_dicom_reader_files(self): ) assert len(expected) == len(volumes) - for v, e in zip(volumes, expected): + for v, e in zip(volumes, expected, strict=True): assert v.is_identical(e) assert all( self.are_equivalent_headers(h1, h2) - for h1, h2 in zip(v.headers(flatten=True), e.headers(flatten=True)) + for h1, h2 in zip(v.headers(flatten=True), e.headers(flatten=True), strict=True) ) @unittest.skipIf(not ututils.is_data_available(), "unittest data is not available") @@ -343,7 +343,7 @@ def test_read_multiple_workers(self): volumes = DicomReader(num_workers=ututils.num_workers()).load(dicom_path) assert len(volumes_exp) == len(volumes) - for vol, exp in zip(volumes, volumes_exp): + for vol, exp in zip(volumes, volumes_exp, strict=True): assert vol.is_identical(exp) @unittest.skipIf(not ututils.is_data_available(), "unittest data is not available") diff --git a/tests/core/test_med_volume.py b/tests/core/test_med_volume.py index aa7aa41..2cd7082 100644 --- a/tests/core/test_med_volume.py +++ b/tests/core/test_med_volume.py @@ -418,7 +418,7 @@ def test_slice_with_headers(self): mv2 = mv[..., 1] assert mv1._headers.shape == (1, 1, 30) assert mv2._headers.shape == (1, 1, 30) - for h1, h2 in zip(mv1.headers(flatten=True), mv2.headers(flatten=True)): + for h1, h2 in zip(mv1.headers(flatten=True), mv2.headers(flatten=True), strict=True): assert id(h1) == id(h2) def test_4d(self): diff --git a/tests/core/test_numpy_routines.py b/tests/core/test_numpy_routines.py index 7ae11df..f523bd1 100644 --- a/tests/core/test_numpy_routines.py +++ b/tests/core/test_numpy_routines.py @@ -355,7 +355,7 @@ def test_pad(self): # Pad all dims. pad_width = (1, 2, 3, 4) np_pad_width = ((1,), (2,), (3,), (4,)) - expected_origin = np.asarray([x - p for x, p in zip(mv.scanner_origin, pad_width)]) + expected_origin = np.asarray([x - p for x, p in zip(mv.scanner_origin, pad_width, strict=True)]) expected_arr = np.pad(mv.A, np_pad_width) mv2 = np.pad(mv, pad_width) assert np.all(mv2.A == expected_arr) @@ -374,7 +374,7 @@ def test_pad(self): pad_width = (None, 0, 3, 4) np_pad_width = ((0,), (0,), (3,), (4,)) expected_origin = np.asarray( - [x - p if isinstance(p, int) else x for x, p in zip(mv.scanner_origin, pad_width)] + [x - p if isinstance(p, int) else x for x, p in zip(mv.scanner_origin, pad_width, strict=True)] ) expected_arr = np.pad(mv.A, np_pad_width) mv2 = np.pad(mv, pad_width) @@ -385,7 +385,7 @@ def test_pad(self): eff_pad_width = (0, 0, 3, 4) np_pad_width = ((0,), (0,), (3,), (4,)) expected_origin = np.asarray( - [x - p if isinstance(p, int) else x for x, p in zip(mv.scanner_origin, eff_pad_width)] + [x - p if isinstance(p, int) else x for x, p in zip(mv.scanner_origin, eff_pad_width, strict=True)] ) expected_arr = np.pad(mv.A, np_pad_width) mv2 = np.pad(mv, pad_width) diff --git a/tests/core/test_registration.py b/tests/core/test_registration.py index 4191bd7..5f8d622 100644 --- a/tests/core/test_registration.py +++ b/tests/core/test_registration.py @@ -57,7 +57,7 @@ def test_multiprocessing(self): show_pbar=True, ) - for vol, exp in zip(out, expected): + for vol, exp in zip(out, expected, strict=True): assert np.allclose(vol.volume, exp.volume) shutil.rmtree(data_dir) @@ -113,7 +113,7 @@ def test_multiprocessing(self): # Multiple process (within apply warp) num_workers = min(len(vols), util.num_workers()) outputs = apply_warp(vols, out_registration=out[0], num_workers=num_workers) - for mv_out, exp in zip(outputs, expected): + for mv_out, exp in zip(outputs, expected, strict=True): assert np.allclose(mv_out.volume, exp.volume) # Multiple process @@ -121,7 +121,7 @@ def test_multiprocessing(self): with mp.Pool(num_workers) as p: outputs = p.map(func, vols) - for mv_out, exp in zip(outputs, expected): + for mv_out, exp in zip(outputs, expected, strict=True): assert np.allclose(mv_out.volume, exp.volume) shutil.rmtree(out_path) diff --git a/tests/scan_sequences/mri/test_cones.py b/tests/scan_sequences/mri/test_cones.py index 7ac969d..c02cab1 100644 --- a/tests/scan_sequences/mri/test_cones.py +++ b/tests/scan_sequences/mri/test_cones.py @@ -52,7 +52,7 @@ def _generate_mock_data(self, shape=None, ts=None, metadata=True): if metadata: with warnings.catch_warnings(): warnings.simplefilter("ignore") - for idx, (y, t) in enumerate(zip(ys, ts)): + for idx, (y, t) in enumerate(zip(ys, ts, strict=True)): y.set_metadata("EchoTime", t, force=True) y.set_metadata("EchoNumber", idx + 1, force=True) @@ -61,7 +61,7 @@ def _generate_mock_data(self, shape=None, ts=None, metadata=True): def test_basic(self): ys, _, _, _ = self._generate_mock_data() scan = Cones(ys) - for v1, v2 in zip(scan.volumes, ys): + for v1, v2 in zip(scan.volumes, ys, strict=True): assert v1.is_identical(v2) assert scan.echo_times == [y.get_metadata("EchoTime", float) for y in ys] @@ -82,17 +82,17 @@ def test_save_load(self): assert set(os.listdir(save_dir)) == {"volumes", f"{scan.NAME}.data"} scan2 = Cones.load(save_dir) - for v1, v2 in zip(scan.volumes, scan2.volumes): + for v1, v2 in zip(scan.volumes, scan2.volumes, strict=True): assert v1.is_identical(v2) assert scan.echo_times == scan2.echo_times scan2 = Cones.load(save_path) - for v1, v2 in zip(scan.volumes, scan2.volumes): + for v1, v2 in zip(scan.volumes, scan2.volumes, strict=True): assert v1.is_identical(v2) assert scan.echo_times == scan2.echo_times scan2 = Cones.from_dict(io_utils.load_pik(save_path)) - for v1, v2 in zip(scan.volumes, scan2.volumes): + for v1, v2 in zip(scan.volumes, scan2.volumes, strict=True): assert v1.is_identical(v2) assert scan.echo_times == scan2.echo_times @@ -101,7 +101,7 @@ def test_from_dict(self): scan = Cones(ys) scan2 = Cones.from_dict(scan.__dict__) - for v1, v2 in zip(scan2.volumes, ys): + for v1, v2 in zip(scan2.volumes, ys, strict=True): assert v1.is_identical(v2) assert scan.echo_times == scan2.echo_times @@ -119,7 +119,7 @@ def test_from_dict(self): nw.save(y, path) data_dict = {"volumes": ys, "subvolumes": paths} scan2 = Cones.from_dict(data_dict) - for v1, v2 in zip(scan2.volumes, ys): + for v1, v2 in zip(scan2.volumes, ys, strict=True): assert v1.is_identical(v2) assert scan.echo_times == scan2.echo_times @@ -171,7 +171,7 @@ def test_interregister(self): NiftiWriter().save(mask, mask_path) scan3 = Cones(ys) scan3.interregister(ys[-1], mask) - for v1, v2 in zip(scan3.volumes, scan2.volumes): + for v1, v2 in zip(scan3.volumes, scan2.volumes, strict=True): assert np.allclose(v1.A, v2.A) @unittest.skipIf( diff --git a/tests/scan_sequences/mri/test_cubequant.py b/tests/scan_sequences/mri/test_cubequant.py index e4b4b8e..003086a 100644 --- a/tests/scan_sequences/mri/test_cubequant.py +++ b/tests/scan_sequences/mri/test_cubequant.py @@ -53,7 +53,7 @@ def _generate_mock_data(self, shape=None, ts=None, metadata=True): if metadata: with warnings.catch_warnings(): warnings.simplefilter("ignore") - for idx, (y, t) in enumerate(zip(ys, ts)): + for idx, (y, t) in enumerate(zip(ys, ts, strict=True)): y.set_metadata("EchoTime", t, force=True) y.set_metadata("EchoNumber", idx + 1, force=True) @@ -62,7 +62,7 @@ def _generate_mock_data(self, shape=None, ts=None, metadata=True): def test_basic(self): ys, _, _, _ = self._generate_mock_data() scan = CubeQuant(ys) - for v1, v2 in zip(scan.volumes, ys): + for v1, v2 in zip(scan.volumes, ys, strict=True): assert v1.is_identical(v2) assert scan.spin_lock_times == [y.get_metadata("EchoTime", float) for y in ys] @@ -83,17 +83,17 @@ def test_save_load(self): assert set(os.listdir(save_dir)) == {"volumes", f"{scan.NAME}.data"} scan2 = CubeQuant.load(save_dir) - for v1, v2 in zip(scan.volumes, scan2.volumes): + for v1, v2 in zip(scan.volumes, scan2.volumes, strict=True): assert v1.is_identical(v2) assert scan.spin_lock_times == scan2.spin_lock_times scan2 = CubeQuant.load(save_path) - for v1, v2 in zip(scan.volumes, scan2.volumes): + for v1, v2 in zip(scan.volumes, scan2.volumes, strict=True): assert v1.is_identical(v2) assert scan.spin_lock_times == scan2.spin_lock_times scan2 = CubeQuant.from_dict(io_utils.load_pik(save_path)) - for v1, v2 in zip(scan.volumes, scan2.volumes): + for v1, v2 in zip(scan.volumes, scan2.volumes, strict=True): assert v1.is_identical(v2) assert scan.spin_lock_times == scan2.spin_lock_times @@ -102,7 +102,7 @@ def test_from_dict(self): scan = CubeQuant(ys) scan2 = CubeQuant.from_dict(scan.__dict__) - for v1, v2 in zip(scan2.volumes, ys): + for v1, v2 in zip(scan2.volumes, ys, strict=True): assert v1.is_identical(v2) assert scan.spin_lock_times == scan2.spin_lock_times @@ -120,7 +120,7 @@ def test_from_dict(self): nw.save(y, path) data_dict = {"volumes": ys, "subvolumes": paths} scan2 = CubeQuant.from_dict(data_dict) - for v1, v2 in zip(scan2.volumes, ys): + for v1, v2 in zip(scan2.volumes, ys, strict=True): assert v1.is_identical(v2) assert scan.spin_lock_times == scan2.spin_lock_times @@ -177,7 +177,7 @@ def test_interregister(self): NiftiWriter().save(mask, mask_path) scan3 = CubeQuant(ys) scan3.interregister(ys[0], mask) - for v1, v2 in zip(scan3.volumes, scan2.volumes): + for v1, v2 in zip(scan3.volumes, scan2.volumes, strict=True): assert np.allclose(v1.A, v2.A) @unittest.skipIf( diff --git a/tests/scan_sequences/mri/test_mapss.py b/tests/scan_sequences/mri/test_mapss.py index c270555..2b0dbbd 100644 --- a/tests/scan_sequences/mri/test_mapss.py +++ b/tests/scan_sequences/mri/test_mapss.py @@ -51,7 +51,7 @@ def _generate_mock_data(self, shape=None, ts=None, metadata=True): if metadata: with warnings.catch_warnings(): warnings.simplefilter("ignore") - for idx, (y, t) in enumerate(zip(ys, ts)): + for idx, (y, t) in enumerate(zip(ys, ts, strict=True)): y.set_metadata("EchoTime", t, force=True) y.set_metadata("EchoNumber", idx + 1, force=True) @@ -127,7 +127,7 @@ def test_save_load(self): ) scan2 = Mapss.load(pik_file) - for v1, v2 in zip(scan.volumes, scan2.volumes): + for v1, v2 in zip(scan.volumes, scan2.volumes, strict=True): assert v1.is_identical(v2) assert scan2.echo_times == scan.echo_times diff --git a/tests/scan_sequences/mri/test_qdess.py b/tests/scan_sequences/mri/test_qdess.py index d15874e..588d106 100644 --- a/tests/scan_sequences/mri/test_qdess.py +++ b/tests/scan_sequences/mri/test_qdess.py @@ -38,7 +38,7 @@ def _generate_mock_data(self, shape=None, metadata=True): if metadata: with warnings.catch_warnings(): warnings.simplefilter("ignore") - for idx, (y, t) in enumerate(zip(ys, ts)): + for idx, (y, t) in enumerate(zip(ys, ts, strict=True)): y.set_metadata("EchoTime", t, force=True) y.set_metadata("EchoNumber", idx + 1, force=True) y.set_metadata("RepetitionTime", 25.0, force=True) @@ -84,7 +84,7 @@ def test_save_load(self): ) scan2 = QDess.load(pik_file) - for v1, v2 in zip(scan.volumes, scan2.volumes): + for v1, v2 in zip(scan.volumes, scan2.volumes, strict=True): assert v1.is_identical(v2) @unittest.skipIf(not util.is_data_available(), "unittest data is not available") From 082c8f09c95adf061331e9f0ee5a55b53427dae1 Mon Sep 17 00:00:00 2001 From: Anthony Gatt Date: Fri, 16 Aug 2024 11:19:22 -0700 Subject: [PATCH 33/75] Fix flake8 linting - and add to ignore Ignoring B907, which is to add !r to f-strings so they print literally. --- .flake8 | 2 +- dosma/cli.py | 3 ++- dosma/core/fitting.py | 28 +++++++++++++++++--------- dosma/core/io/dicom_io.py | 4 +++- dosma/core/med_volume.py | 5 ++++- dosma/core/numpy_routines.py | 5 +++-- dosma/core/quant_vals.py | 3 ++- dosma/core/registration.py | 3 ++- dosma/defaults.py | 5 +++-- dosma/models/util.py | 2 +- dosma/scan_sequences/mri/qdess.py | 2 +- dosma/scan_sequences/scan_io.py | 16 ++++++++++----- dosma/scan_sequences/scans.py | 4 ++-- dosma/tissues/femoral_cartilage.py | 3 ++- dosma/tissues/meniscus.py | 3 ++- dosma/tissues/patellar_cartilage.py | 5 +++-- dosma/tissues/tibial_cartilage.py | 3 ++- dosma/utils/img_utils.py | 4 ++-- dosma/utils/io_utils.py | 1 + tests/core/io/test_nifti_io.py | 4 ++-- tests/core/test_fitting.py | 4 ++-- tests/core/test_numpy_routines.py | 14 ++++++++++--- tests/models/test_util.py | 2 +- tests/scan_sequences/mri/test_qdess.py | 2 +- tests/util.py | 2 +- 25 files changed, 84 insertions(+), 45 deletions(-) diff --git a/.flake8 b/.flake8 index 563ac43..5cc9f54 100644 --- a/.flake8 +++ b/.flake8 @@ -2,7 +2,7 @@ # Keep in sync with setup.cfg and pyproject.toml which is used for source packages. [flake8] -ignore = W503, E203, B950, B011, B904 +ignore = W503, E203, B950, B011, B904, B907 max-line-length = 100 max-complexity = 18 select = B,C,E,F,W,T4,B9 diff --git a/dosma/cli.py b/dosma/cli.py index 35f3e35..08f6cf9 100644 --- a/dosma/cli.py +++ b/dosma/cli.py @@ -134,7 +134,8 @@ def __init__( if (dicom_path is not None) and (not os.path.isdir(dicom_path)): if load_path is not None: warnings.warn( - "Dicom_path {} not found. Will load data from {}".format(dicom_path, load_path) + "Dicom_path {} not found. Will load data from {}".format(dicom_path, load_path), + stacklevel=2, ) else: raise NotADirectoryError("{} is not a directory".format(dicom_path)) diff --git a/dosma/core/fitting.py b/dosma/core/fitting.py index 2dedccd..9aaea58 100644 --- a/dosma/core/fitting.py +++ b/dosma/core/fitting.py @@ -69,7 +69,8 @@ def _format_out_ufuncs(self, _out_ufuncs, _func_nparams): if len(_out_ufuncs) > _func_nparams: warnings.warn( f"len(out_ufuncs)={len(_out_ufuncs)}, but only {_func_nparams} parameters. " - f"Extra ufuncs will be ignored." + f"Extra ufuncs will be ignored.", + stacklevel=2, ) return _out_ufuncs @@ -174,7 +175,7 @@ def fit(self, x, y: Sequence[MedicalVolume], mask=None, copy_headers: bool = Tru svs = [] if (not isinstance(y, (list, tuple))) or ( - not all([isinstance(_y, MedicalVolume) for _y in y]) + not all(isinstance(_y, MedicalVolume) for _y in y) ): raise TypeError("`y` must be sequence of MedicalVolumes.") @@ -647,7 +648,8 @@ def __init__( if y is not None: warnings.warn( f"Setting `y` in the constructor can result in significant memory overhead. " - f"Specify `y` in `{type(self).__name__}.fit(y=...)` instead." + f"Specify `y` in `{type(self).__name__}.fit(y=...)` instead.", + stacklevel=2, ) self._check_y(x, y) self.y = y @@ -655,7 +657,8 @@ def __init__( if mask is not None: warnings.warn( f"Setting `mask` in the constructor can result in significant memory overhead. " - f"Specify `mask` in `{type(self).__name__}.fit(mask=...)` instead." + f"Specify `mask` in `{type(self).__name__}.fit(mask=...)` instead.", + stacklevel=2, ) self.mask = mask @@ -739,7 +742,7 @@ def fit(self, x=None, y: Sequence[MedicalVolume] = None, mask=None): return tc_map, r_squared def _check_y(self, x, y): - if (not isinstance(y, Sequence)) or (not all([isinstance(sv, MedicalVolume) for sv in y])): + if (not isinstance(y, Sequence)) or (not all(isinstance(sv, MedicalVolume) for sv in y)): raise TypeError("`y` must be list of MedicalVolumes.") if any(x.device != cpu_device for x in y): @@ -844,7 +847,9 @@ def curve_fit( oob = y_bounds is not None and ((y < y_bounds[0]).any() or (y > y_bounds[1]).any()) if oob: - warnings.warn("Out of bounds values found. Failure in fit will result in np.nan") + warnings.warn( + "Out of bounds values found. Failure in fit will result in np.nan", stacklevel=2 + ) y_T = y.T if p0_seq: @@ -963,7 +968,9 @@ def _compute_r2_matrix(_x, _y, _popts): oob = y_bounds is not None and ((y < y_bounds[0]).any() or (y > y_bounds[1]).any()) if oob: - warnings.warn("Out of bounds values found. Failure in fit will result in np.nan") + warnings.warn( + "Out of bounds values found. Failure in fit will result in np.nan", stacklevel=2 + ) fitter = partial( _polyfit, x=x, deg=deg, y_bounds=y_bounds, rcond=rcond, w=w, eps=eps, xp=xp.__name__ @@ -1137,7 +1144,7 @@ def _format_p0(p0, param_args, N): f"`p0` has unknown keys: {extra_keys}. " f"Function signature has parameters {param_args}." ) - p0_default = {p: 1.0 for p in param_args} + p0_default = {p: 1.0 for p in param_args} # noqa C420 # Update p0_default to keep the parameter keys in order. p0_default.update(p0) p0 = p0_default @@ -1170,6 +1177,7 @@ def func(t, a, b): "__fit_mono_exp__ is deprecated since v0.0.12 and will no longer be " "supported in v0.0.13. Use `curve_fit` instead.", DeprecationWarning, + stacklevel=2, ) x = np.asarray(x) @@ -1191,6 +1199,7 @@ def __fit_monoexp_tc__(x, ys, tc0, show_pbar=False): # pragma: no cover "__fit_monoexp_tc__ is deprecated since v0.12 and will no longer be " "supported in v0.13. Use `curve_fit` instead.", DeprecationWarning, + stacklevel=2, ) p0 = (1.0, -1 / tc0) @@ -1203,7 +1212,8 @@ def __fit_monoexp_tc__(x, ys, tc0, show_pbar=False): # pragma: no cover if (y < 0).any() and not warned_negative: warned_negative = True warnings.warn( - "Negative values found. Failure in monoexponential fit will result in np.nan" + "Negative values found. Failure in monoexponential fit will result in np.nan", + stacklevel=2, ) # Skip any negative values or all values that are 0s diff --git a/dosma/core/io/dicom_io.py b/dosma/core/io/dicom_io.py index 774772d..d3f58ec 100644 --- a/dosma/core/io/dicom_io.py +++ b/dosma/core/io/dicom_io.py @@ -480,7 +480,9 @@ def save( process_map(_write_dicom_file, slices, headers, filepaths) else: with mp.Pool(self.num_workers) as p: - out = p.starmap_async(_write_dicom_file, zip(slices, headers, filepaths, strict=True)) + out = p.starmap_async( + _write_dicom_file, zip(slices, headers, filepaths, strict=True) + ) out.wait() else: for s in tqdm(range(num_slices), disable=not self.verbose): diff --git a/dosma/core/med_volume.py b/dosma/core/med_volume.py index 3ac2ee4..896778b 100644 --- a/dosma/core/med_volume.py +++ b/dosma/core/med_volume.py @@ -394,6 +394,7 @@ def match_orientation(self, mv): "`match_orientation` is deprecated and will be removed in v0.1. " "Use `mv.reformat_as(self, inplace=True)` instead.", DeprecationWarning, + stacklevel=2, ) if not isinstance(mv, MedicalVolume): raise TypeError("`mv` must be a MedicalVolume.") @@ -410,6 +411,7 @@ def match_orientation_batch(self, mvs): # pragma: no cover "`match_orientation_batch` is deprecated and will be removed in v0.1. " "Use `[x.reformat_as(self, inplace=True) for x in mvs]` instead.", DeprecationWarning, + stacklevel=2, ) for mv in mvs: self.match_orientation(mv) @@ -718,7 +720,8 @@ def set_metadata(self, key, value, force: bool = False): self._headers = self._validate_and_format_headers([pydicom.Dataset()]) warnings.warn( "Headers were generated and may not contain all attributes " - "required to save the volume in DICOM format." + "required to save the volume in DICOM format.", + stacklevel=2, ) VR_registry = {float: "DS", int: "IS", str: "LS"} diff --git a/dosma/core/numpy_routines.py b/dosma/core/numpy_routines.py index 67425a6..d48f68d 100644 --- a/dosma/core/numpy_routines.py +++ b/dosma/core/numpy_routines.py @@ -367,12 +367,13 @@ def concatenate(xs, axis: int = -1): else: headers = np.concatenate(headers, axis=axis) if headers.ndim != volume.ndim or any( - [hs != 1 and hs != vs for hs, vs in zip(headers.shape, volume.shape, strict=True)] + hs != 1 and hs != vs for hs, vs in zip(headers.shape, volume.shape, strict=True) ): warnings.warn( "Got invalid headers shape ({}) given concatenated output shape ({}). " "Expected header dimensions to be 1 or same as volume dimension for all axes. " - "Dropping all headers in concatenated output.".format(volume.shape, headers.shape) + "Dropping all headers in concatenated output.".format(volume.shape, headers.shape), + stacklevel=2, ) headers = None diff --git a/dosma/core/quant_vals.py b/dosma/core/quant_vals.py index 7909feb..0e6d173 100644 --- a/dosma/core/quant_vals.py +++ b/dosma/core/quant_vals.py @@ -92,7 +92,8 @@ def save_data( warnings.warn( "Due to bit depth issues, only nifti format is supported for quantitative values. " - "Writing as nifti file..." + "Writing as nifti file...", + stacklevel=2, ) data_format = ImageDataFormat.nifti diff --git a/dosma/core/registration.py b/dosma/core/registration.py index 9fbc74e..0d20865 100644 --- a/dosma/core/registration.py +++ b/dosma/core/registration.py @@ -328,7 +328,8 @@ def symlink_elastix(path: str = None, lib_only: bool = True, force: bool = False assert system in ["windows", "darwin", "linux"] if system != "darwin": warnings.warn( - f"Symlinking elastix/transformix paths not recommended for {system} " f"machines" + f"Symlinking elastix/transformix paths not recommended for {system} " f"machines", + stacklevel=2, ) if path is None: diff --git a/dosma/defaults.py b/dosma/defaults.py index 8e5aacd..eabb7a9 100644 --- a/dosma/defaults.py +++ b/dosma/defaults.py @@ -85,7 +85,8 @@ def _merge_dicts(self, target, base, prefix=""): elif k not in target_keys and k in base_keys: warnings.warn( "Your preferences file may be outdated. " - "Run `preferences.save()` to save your updated preferences." + "Run `preferences.save()` to save your updated preferences.", + stacklevel=2, ) target[k] = base[k] else: @@ -199,7 +200,7 @@ def set(self, key: str, value: Any, prefix: str = ""): val, subdict = self.__get(self.__config, key, prefix) # type of new value has to be the same type as old value - if type(value) != type(val): + if not isinstance(value, type(val)): try: value = type(val)(value) except (ValueError, TypeError): diff --git a/dosma/models/util.py b/dosma/models/util.py index 359bea6..2d53d2a 100644 --- a/dosma/models/util.py +++ b/dosma/models/util.py @@ -68,7 +68,7 @@ def _gen_mask(func, *_args, **_kwargs): out = [out] if not len(categories) == len(out): raise ValueError("Got {} outputs, but {} categories".format(len(out), len(categories))) - return {cat: out for cat, out in zip(categories, out, strict=True)} + return dict(zip(categories, out, strict=True)) if isinstance(cfg_file_or_dict, str): with open(cfg_file_or_dict, "r") as f: diff --git a/dosma/scan_sequences/mri/qdess.py b/dosma/scan_sequences/mri/qdess.py index ab40898..1539176 100644 --- a/dosma/scan_sequences/mri/qdess.py +++ b/dosma/scan_sequences/mri/qdess.py @@ -194,7 +194,7 @@ def generate_t2_map( alpha = float(ref_dicom.FlipAngle) if alpha is None else alpha alpha = math.radians(alpha) if np.allclose(math.sin(alpha / 2), 0): - warnings.warn("sin(flip angle) is close to 0 - t2 map may fail.") + warnings.warn("sin(flip angle) is close to 0 - t2 map may fail.", stacklevel=2) GlArea = float(ref_dicom[self.__GL_AREA_TAG__].value) if gl_area is None else gl_area diff --git a/dosma/scan_sequences/scan_io.py b/dosma/scan_sequences/scan_io.py index ed54411..d141e9f 100644 --- a/dosma/scan_sequences/scan_io.py +++ b/dosma/scan_sequences/scan_io.py @@ -113,7 +113,9 @@ def from_dict(cls, data: Dict[str, Any], force: bool = False): for k, v in data.items(): if not hasattr(scan, k) and not force: - warnings.warn(f"{cls.__name__} does not have attribute {k}. Skipping...") + warnings.warn( + f"{cls.__name__} does not have attribute {k}. Skipping...", stacklevel=2 + ) continue scan.__setattr__(k, v) @@ -213,7 +215,8 @@ def load(cls, path_or_data: Union[str, Dict], num_workers: int = 0): return scan except Exception: warnings.warn( - f"Failed to load {cls.__name__} from data. Trying to load from dicom file." + f"Failed to load {cls.__name__} from data. Trying to load from dicom file.", + stacklevel=2, ) data = cls._convert_attr_name(data) @@ -238,7 +241,9 @@ def load(cls, path_or_data: Union[str, Dict], num_workers: int = 0): for k, v in data.items(): if not hasattr(scan, k): - warnings.warn(f"{cls.__name__} does not have attribute {k}. Skipping...") + warnings.warn( + f"{cls.__name__} does not have attribute {k}. Skipping...", stacklevel=2 + ) continue scan.__setattr__(k, v) @@ -252,6 +257,7 @@ def save_data( "save_data is deprecated since v0.0.13 and will no longer be " "available in v0.1. Use `save` instead.", DeprecationWarning, + stacklevel=2, ) return self.save(base_save_dirpath, data_format) @@ -304,7 +310,7 @@ def save_custom_data( paths = [paths[k] for k in keys] paths = [os.path.join(_path, f"{k}") for k, _path in zip(keys, paths, strict=True)] values = self.save_custom_data(metadata.values(), paths, fname_fmt, **kwargs) - metadata = {k: v for k, v in zip(keys, values, strict=True)} + metadata = dict(zip(keys, values, strict=True)) elif not isinstance(metadata, str) and isinstance(metadata, (Sequence, Set)): values = list(metadata) paths = [os.path.join(_path, "{:03d}".format(i)) for i, _path in enumerate(paths)] @@ -388,7 +394,7 @@ def load_custom_data(cls, data: Any, **kwargs): if issubclass(dtype, Dict): keys = cls.load_custom_data(data.keys(), **kwargs) values = cls.load_custom_data(data.values(), **kwargs) - data = {k: v for k, v in zip(keys, values, strict=True)} + data = dict(zip(keys, values, strict=True)) elif not issubclass(dtype, str) and issubclass(dtype, (list, tuple, set)): data = dtype([cls.load_custom_data(x, **kwargs) for x in data]) else: diff --git a/dosma/scan_sequences/scans.py b/dosma/scan_sequences/scans.py index c5392fe..f4693e1 100644 --- a/dosma/scan_sequences/scans.py +++ b/dosma/scan_sequences/scans.py @@ -148,7 +148,7 @@ def __add_tissue__(self, new_tissue: Tissue): ValueError: If tissue already exists in list. For example, we cannot add FemoralCartilage twice to the list of tissues. """ - contains_tissue = any([tissue.ID == new_tissue.ID for tissue in self.tissues]) + contains_tissue = any(tissue.ID == new_tissue.ID for tissue in self.tissues) if contains_tissue: raise ValueError("Tissue already exists") @@ -185,7 +185,7 @@ class NonTargetSequence(ScanSequence): @abstractmethod def interregister(self, target_path: str, mask_path: str = None): - """Register this scan to the target scan - save as parameter in scan (volumes, subvolumes, etc). + """Register scan to the target scan - save as parameter in scan (volumes, subvolumes, etc). We use the term *interregister* to refer to registration between volumes of different scans. Conversely, *intraregister* refers to registering volumes from the same scan. diff --git a/dosma/tissues/femoral_cartilage.py b/dosma/tissues/femoral_cartilage.py index e5832e7..086b029 100644 --- a/dosma/tissues/femoral_cartilage.py +++ b/dosma/tissues/femoral_cartilage.py @@ -479,7 +479,8 @@ def __save_quant_data__(self, dirpath: str): else: warnings.warn( "%s: Pixel value exceeded upper bound (%0.1f). Using normalized scale." - % (quant_val.name, upper_bound) + % (quant_val.name, upper_bound), + stacklevel=2, ) plt.imshow(data_map, cmap="jet") diff --git a/dosma/tissues/meniscus.py b/dosma/tissues/meniscus.py index 93a9d80..79c5732 100644 --- a/dosma/tissues/meniscus.py +++ b/dosma/tissues/meniscus.py @@ -370,7 +370,8 @@ def __save_quant_data__(self, dirpath): else: warnings.warn( "%s: Pixel value exceeded upper bound (%0.1f). Using normalized scale." - % (quant_val.name, upper_bound) + % (quant_val.name, upper_bound), + stacklevel=2, ) plt.imshow(data_map, cmap="jet") diff --git a/dosma/tissues/patellar_cartilage.py b/dosma/tissues/patellar_cartilage.py index aba92e4..549f37b 100644 --- a/dosma/tissues/patellar_cartilage.py +++ b/dosma/tissues/patellar_cartilage.py @@ -103,7 +103,7 @@ def split_regions(self, base_map): If `self.medial_to_lateral`, last dimension should be ML. """ if np.sum(base_map) == 0: - warnings.warn("No mask for `%s` was found." % self.FULL_NAME) + warnings.warn("No mask for `%s` was found." % self.FULL_NAME, stacklevel=2) # Superficial/Deep (A/P) locs = base_map.sum(axis=1).nonzero() @@ -277,7 +277,8 @@ def __save_quant_data__(self, dirpath): else: warnings.warn( "%s: Pixel value exceeded upper bound (%0.1f). Using normalized scale." - % (quant_val.name, upper_bound) + % (quant_val.name, upper_bound), + stacklevel=2, ) plt.imshow(data_map, cmap="jet") diff --git a/dosma/tissues/tibial_cartilage.py b/dosma/tissues/tibial_cartilage.py index 2230ffd..2fce904 100644 --- a/dosma/tissues/tibial_cartilage.py +++ b/dosma/tissues/tibial_cartilage.py @@ -311,7 +311,8 @@ def __save_quant_data__(self, dirpath): else: warnings.warn( "%s: Pixel value exceeded upper bound (%0.1f). Using normalized scale." - % (quant_val.name, upper_bound) + % (quant_val.name, upper_bound), + stacklevel=2, ) plt.imshow(data_map, cmap="jet") diff --git a/dosma/utils/img_utils.py b/dosma/utils/img_utils.py index a4ebdb8..3269e55 100644 --- a/dosma/utils/img_utils.py +++ b/dosma/utils/img_utils.py @@ -36,8 +36,8 @@ def downsample_slice(img_array, ds_factor, is_mask=False): L = list(img_array) def grouper(iterable, n): - args = [iter(iterable)] * n - return itertools.zip_longest(fillvalue=0, *args) + args = [iter(iterable)] * n # noqa B026 + return itertools.zip_longest(fillvalue=0, *args) # noqa B026 final = np.array([sum(x) for x in grouper(L, ds_factor)]) final = np.transpose(final, (1, 2, 0)) diff --git a/dosma/utils/io_utils.py b/dosma/utils/io_utils.py index e06bf28..9a459a1 100644 --- a/dosma/utils/io_utils.py +++ b/dosma/utils/io_utils.py @@ -142,6 +142,7 @@ def init_logger(log_file: str, debug: bool = False): # pragma: no cover "init_logger is deprecated since v0.0.14 and will no longer be " "supported in v0.13. Use `dosma.setup_logger` instead.", DeprecationWarning, + stacklevel=2, ) level = logging.DEBUG if debug else logging.INFO diff --git a/tests/core/io/test_nifti_io.py b/tests/core/io/test_nifti_io.py index b3f1519..78a93a4 100644 --- a/tests/core/io/test_nifti_io.py +++ b/tests/core/io/test_nifti_io.py @@ -72,7 +72,7 @@ def test_nifti_nib(self): def test_state(self): nr1 = NiftiReader() state_dict = nr1.state_dict() - state_dict = {k: "foo" for k in state_dict} + state_dict = {k: "foo" for k in state_dict} # noqa C420 nr2 = NiftiReader() nr2.load_state_dict(state_dict) @@ -81,7 +81,7 @@ def test_state(self): nw1 = NiftiWriter() state_dict = nw1.state_dict() - state_dict = {k: "bar" for k in state_dict} + state_dict = {k: "bar" for k in state_dict} # noqa C420 nw2 = NiftiWriter() nw2.load_state_dict(state_dict) diff --git a/tests/core/test_fitting.py b/tests/core/test_fitting.py index 633515d..e6bf087 100644 --- a/tests/core/test_fitting.py +++ b/tests/core/test_fitting.py @@ -313,11 +313,11 @@ def test_mask(self): assert np.allclose(a_hat.volume[mask_arr != 0], 1.0) assert np.allclose(b_hat.volume[mask_arr != 0], b[mask_arr != 0]) - with self.assertRaises(TypeError): + with self.assertRaises(TypeError): # noqa B908 fitter = CurveFitter(monoexponential) popt = fitter.fit(x, y, mask="foo")[0] - with self.assertRaises(RuntimeError): + with self.assertRaises(RuntimeError): # noqa B908 mask_incorrect_shape = np.random.rand(5, 5, 5) > 0.5 fitter = CurveFitter(monoexponential) popt = fitter.fit(x, y, mask=mask_incorrect_shape)[0] diff --git a/tests/core/test_numpy_routines.py b/tests/core/test_numpy_routines.py index f523bd1..a9e16a8 100644 --- a/tests/core/test_numpy_routines.py +++ b/tests/core/test_numpy_routines.py @@ -355,7 +355,9 @@ def test_pad(self): # Pad all dims. pad_width = (1, 2, 3, 4) np_pad_width = ((1,), (2,), (3,), (4,)) - expected_origin = np.asarray([x - p for x, p in zip(mv.scanner_origin, pad_width, strict=True)]) + expected_origin = np.asarray( + [x - p for x, p in zip(mv.scanner_origin, pad_width, strict=True)] + ) expected_arr = np.pad(mv.A, np_pad_width) mv2 = np.pad(mv, pad_width) assert np.all(mv2.A == expected_arr) @@ -374,7 +376,10 @@ def test_pad(self): pad_width = (None, 0, 3, 4) np_pad_width = ((0,), (0,), (3,), (4,)) expected_origin = np.asarray( - [x - p if isinstance(p, int) else x for x, p in zip(mv.scanner_origin, pad_width, strict=True)] + [ + x - p if isinstance(p, int) else x + for x, p in zip(mv.scanner_origin, pad_width, strict=True) + ] ) expected_arr = np.pad(mv.A, np_pad_width) mv2 = np.pad(mv, pad_width) @@ -385,7 +390,10 @@ def test_pad(self): eff_pad_width = (0, 0, 3, 4) np_pad_width = ((0,), (0,), (3,), (4,)) expected_origin = np.asarray( - [x - p if isinstance(p, int) else x for x, p in zip(mv.scanner_origin, eff_pad_width, strict=True)] + [ + x - p if isinstance(p, int) else x + for x, p in zip(mv.scanner_origin, eff_pad_width, strict=True) + ] ) expected_arr = np.pad(mv.A, np_pad_width) mv2 = np.pad(mv, pad_width) diff --git a/tests/models/test_util.py b/tests/models/test_util.py index e2481b6..49fc312 100644 --- a/tests/models/test_util.py +++ b/tests/models/test_util.py @@ -13,7 +13,7 @@ def test_aliases_exist(self): aliases = m.ALIASES # all supported models must have at least 1 alias that is not '' - valid_alias = len(aliases) >= 1 and all([x != "" for x in aliases]) + valid_alias = len(aliases) >= 1 and all(x != "" for x in aliases) assert valid_alias, "%s does not have valid aliases" % m diff --git a/tests/scan_sequences/mri/test_qdess.py b/tests/scan_sequences/mri/test_qdess.py index 588d106..1d147d5 100644 --- a/tests/scan_sequences/mri/test_qdess.py +++ b/tests/scan_sequences/mri/test_qdess.py @@ -92,7 +92,7 @@ def test_segmentation_multiclass(self): """Test support for multiclass segmentation.""" scan = self.SCAN_TYPE.from_dicom(self.dicom_dirpath, num_workers=util.num_workers()) tissue = FemoralCartilage() - tissue.find_weights(SEGMENTATION_WEIGHTS_FOLDER), + tissue.find_weights(SEGMENTATION_WEIGHTS_FOLDER), # noqa B018 dims = scan.get_dimensions() input_shape = (dims[0], dims[1], 1) model = get_model( diff --git a/tests/util.py b/tests/util.py index a46f495..9c09430 100644 --- a/tests/util.py +++ b/tests/util.py @@ -109,7 +109,7 @@ def requires_packages(*packages): def _decorator(func): def _wrapper(*args, **kwargs): - if all([env.package_available(x) for x in packages]): + if all(env.package_available(x) for x in packages): func(*args, **kwargs) return _wrapper From 413adb6a248e988390e3369c52da3ba1a3362b65 Mon Sep 17 00:00:00 2001 From: Anthony Gatt Date: Fri, 16 Aug 2024 11:20:12 -0700 Subject: [PATCH 34/75] Add DS_Store to gitignore --- .gitignore | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/.gitignore b/.gitignore index 07f4018..859a058 100644 --- a/.gitignore +++ b/.gitignore @@ -54,4 +54,7 @@ docs/source/generated # coverage files .coverage -coverage.xml \ No newline at end of file +coverage.xml + +# system files +.DS_Store \ No newline at end of file From 310b399aefdc3be3b5a3f26904b74ada17533624 Mon Sep 17 00:00:00 2001 From: Anthony Gatt Date: Fri, 16 Aug 2024 11:44:09 -0700 Subject: [PATCH 35/75] update make dev to install pytest --- Makefile | 1 + 1 file changed, 1 insertion(+) diff --git a/Makefile b/Makefile index d22bceb..8c1c18f 100644 --- a/Makefile +++ b/Makefile @@ -30,6 +30,7 @@ build-docs: cd docs && make html dev: + pip install pytest pip install black==21.4b2 click==8.0.2 coverage isort flake8 flake8-bugbear flake8-comprehensions pip install --upgrade mistune==0.8.4 sphinx sphinx-rtd-theme recommonmark m2r2 pip install -r docs/requirements.txt From e6594f14323b656b8c4a5fe514b03407794ada7d Mon Sep 17 00:00:00 2001 From: Anthony Date: Fri, 16 Aug 2024 14:08:08 -0700 Subject: [PATCH 36/75] Revert "update zip to use `strict=True`" This reverts commit 150f44d7bbb8318f2decfa783896394aaefc6818. --- dosma/core/io/dicom_io.py | 4 +--- dosma/core/numpy_routines.py | 4 ++-- dosma/core/registration.py | 10 +++++----- dosma/scan_sequences/mri/cube_quant.py | 2 +- dosma/scan_sequences/mri/qdess.py | 2 +- dosma/scan_sequences/scan_io.py | 4 ++-- tests/core/io/test_dicom_io.py | 6 +++--- tests/core/test_med_volume.py | 2 +- tests/core/test_numpy_routines.py | 14 +++----------- tests/core/test_registration.py | 6 +++--- tests/scan_sequences/mri/test_cones.py | 16 ++++++++-------- tests/scan_sequences/mri/test_cubequant.py | 16 ++++++++-------- tests/scan_sequences/mri/test_mapss.py | 4 ++-- tests/scan_sequences/mri/test_qdess.py | 4 ++-- 14 files changed, 42 insertions(+), 52 deletions(-) diff --git a/dosma/core/io/dicom_io.py b/dosma/core/io/dicom_io.py index d3f58ec..3ea5d82 100644 --- a/dosma/core/io/dicom_io.py +++ b/dosma/core/io/dicom_io.py @@ -480,9 +480,7 @@ def save( process_map(_write_dicom_file, slices, headers, filepaths) else: with mp.Pool(self.num_workers) as p: - out = p.starmap_async( - _write_dicom_file, zip(slices, headers, filepaths, strict=True) - ) + out = p.starmap_async(_write_dicom_file, zip(slices, headers, filepaths)) out.wait() else: for s in tqdm(range(num_slices), disable=not self.verbose): diff --git a/dosma/core/numpy_routines.py b/dosma/core/numpy_routines.py index d48f68d..a96e9a4 100644 --- a/dosma/core/numpy_routines.py +++ b/dosma/core/numpy_routines.py @@ -336,7 +336,7 @@ def concatenate(xs, axis: int = -1): "has affine {} and the input at index {} " "has affine {}".format(xs[0].affine[:3, :3], i, x.affine[:3, :3]) ) - for i, (x1, x2) in enumerate(zip(xs[:-1], xs[1:], strict=True)): + for i, (x1, x2) in enumerate(zip(xs[:-1], xs[1:])): ijk1 = np.array([0, 0, 0, 1]) ijk1[axis] = x1.shape[axis] xyz = x1.affine.dot(ijk1)[:3] @@ -367,7 +367,7 @@ def concatenate(xs, axis: int = -1): else: headers = np.concatenate(headers, axis=axis) if headers.ndim != volume.ndim or any( - hs != 1 and hs != vs for hs, vs in zip(headers.shape, volume.shape, strict=True) + hs != 1 and hs != vs for hs, vs in zip(headers.shape, volume.shape) ): warnings.warn( "Got invalid headers shape ({}) given concatenated output shape ({}). " diff --git a/dosma/core/registration.py b/dosma/core/registration.py index 0d20865..48d43cb 100644 --- a/dosma/core/registration.py +++ b/dosma/core/registration.py @@ -133,12 +133,12 @@ def register( filepaths = [os.path.join(tmp_dir, f"{default_files[idx]}.nii.gz") for idx in idxs] if num_workers > 0: with mp.Pool(min(num_workers, len(vols))) as p: - out = p.starmap_async(_write, zip(vols, filepaths, strict=True)) + out = p.starmap_async(_write, zip(vols, filepaths)) out.wait() else: - for vol, fp in zip(vols, filepaths, strict=True): + for vol, fp in zip(vols, filepaths): _write(vol, fp) - for idx, fp in zip(idxs, filepaths, strict=True): + for idx, fp in zip(idxs, filepaths): files[idx] = fp # Assign file paths to respective variables. @@ -151,7 +151,7 @@ def register( # Perform registration. reg_out_paths = [os.path.join(output_path, f"moving-{idx}") for idx in range(len(moving))] - reg_args = list(zip(moving, moving_masks, reg_out_paths, strict=True)) + reg_args = list(zip(moving, moving_masks, reg_out_paths)) if num_workers > 0: func = partial( _elastix_register_mp, @@ -273,7 +273,7 @@ def apply_warp( "`output_path` must be a directory or list of directories " "of same length as `moving`" ) - warp_args = list(zip(moving, output_path, strict=True)) + warp_args = list(zip(moving, output_path)) if num_workers > 0: func = partial( _apply_warp_mp, diff --git a/dosma/scan_sequences/mri/cube_quant.py b/dosma/scan_sequences/mri/cube_quant.py index 84e8217..c530f9a 100644 --- a/dosma/scan_sequences/mri/cube_quant.py +++ b/dosma/scan_sequences/mri/cube_quant.py @@ -232,7 +232,7 @@ def __intraregister__(self): # Transfer header information reg_vols = [ reg._partial_clone(volume=False, headers=vol.headers()) - for (reg, vol) in zip(reg_vols, volumes, strict=True) + for (reg, vol) in zip(reg_vols, volumes) ] # Undo sorting by spin lock time. diff --git a/dosma/scan_sequences/mri/qdess.py b/dosma/scan_sequences/mri/qdess.py index 1539176..b436d19 100644 --- a/dosma/scan_sequences/mri/qdess.py +++ b/dosma/scan_sequences/mri/qdess.py @@ -92,7 +92,7 @@ def segment(self, model: SegModel, tissue: Tissue, use_rss: bool = False): if isinstance(mask, dict): if not isinstance(tissue, Sequence): tissue = [tissue] - for abbreviation, tis in zip([t.STR_ID for t in tissue], tissue, strict=True): + for abbreviation, tis in zip([t.STR_ID for t in tissue], tissue): tis.set_mask(mask[abbreviation]) self.__add_tissue__(tis) else: diff --git a/dosma/scan_sequences/scan_io.py b/dosma/scan_sequences/scan_io.py index d141e9f..e5ae8d0 100644 --- a/dosma/scan_sequences/scan_io.py +++ b/dosma/scan_sequences/scan_io.py @@ -308,7 +308,7 @@ def save_custom_data( keys = metadata.keys() if isinstance(paths, Dict): paths = [paths[k] for k in keys] - paths = [os.path.join(_path, f"{k}") for k, _path in zip(keys, paths, strict=True)] + paths = [os.path.join(_path, f"{k}") for k, _path in zip(keys, paths)] values = self.save_custom_data(metadata.values(), paths, fname_fmt, **kwargs) metadata = dict(zip(keys, values, strict=True)) elif not isinstance(metadata, str) and isinstance(metadata, (Sequence, Set)): @@ -316,7 +316,7 @@ def save_custom_data( paths = [os.path.join(_path, "{:03d}".format(i)) for i, _path in enumerate(paths)] values = [ self.save_custom_data(_x, _path, fname_fmt, **kwargs) - for _x, _path in zip(values, paths, strict=True) + for _x, _path in zip(values, paths) ] if not isinstance(values, type(metadata)): metadata = type(metadata)(values) diff --git a/tests/core/io/test_dicom_io.py b/tests/core/io/test_dicom_io.py index 6b11b99..e902450 100644 --- a/tests/core/io/test_dicom_io.py +++ b/tests/core/io/test_dicom_io.py @@ -160,11 +160,11 @@ def test_dicom_reader_files(self): ) assert len(expected) == len(volumes) - for v, e in zip(volumes, expected, strict=True): + for v, e in zip(volumes, expected): assert v.is_identical(e) assert all( self.are_equivalent_headers(h1, h2) - for h1, h2 in zip(v.headers(flatten=True), e.headers(flatten=True), strict=True) + for h1, h2 in zip(v.headers(flatten=True), e.headers(flatten=True)) ) @unittest.skipIf(not ututils.is_data_available(), "unittest data is not available") @@ -343,7 +343,7 @@ def test_read_multiple_workers(self): volumes = DicomReader(num_workers=ututils.num_workers()).load(dicom_path) assert len(volumes_exp) == len(volumes) - for vol, exp in zip(volumes, volumes_exp, strict=True): + for vol, exp in zip(volumes, volumes_exp): assert vol.is_identical(exp) @unittest.skipIf(not ututils.is_data_available(), "unittest data is not available") diff --git a/tests/core/test_med_volume.py b/tests/core/test_med_volume.py index 2cd7082..aa7aa41 100644 --- a/tests/core/test_med_volume.py +++ b/tests/core/test_med_volume.py @@ -418,7 +418,7 @@ def test_slice_with_headers(self): mv2 = mv[..., 1] assert mv1._headers.shape == (1, 1, 30) assert mv2._headers.shape == (1, 1, 30) - for h1, h2 in zip(mv1.headers(flatten=True), mv2.headers(flatten=True), strict=True): + for h1, h2 in zip(mv1.headers(flatten=True), mv2.headers(flatten=True)): assert id(h1) == id(h2) def test_4d(self): diff --git a/tests/core/test_numpy_routines.py b/tests/core/test_numpy_routines.py index a9e16a8..7ae11df 100644 --- a/tests/core/test_numpy_routines.py +++ b/tests/core/test_numpy_routines.py @@ -355,9 +355,7 @@ def test_pad(self): # Pad all dims. pad_width = (1, 2, 3, 4) np_pad_width = ((1,), (2,), (3,), (4,)) - expected_origin = np.asarray( - [x - p for x, p in zip(mv.scanner_origin, pad_width, strict=True)] - ) + expected_origin = np.asarray([x - p for x, p in zip(mv.scanner_origin, pad_width)]) expected_arr = np.pad(mv.A, np_pad_width) mv2 = np.pad(mv, pad_width) assert np.all(mv2.A == expected_arr) @@ -376,10 +374,7 @@ def test_pad(self): pad_width = (None, 0, 3, 4) np_pad_width = ((0,), (0,), (3,), (4,)) expected_origin = np.asarray( - [ - x - p if isinstance(p, int) else x - for x, p in zip(mv.scanner_origin, pad_width, strict=True) - ] + [x - p if isinstance(p, int) else x for x, p in zip(mv.scanner_origin, pad_width)] ) expected_arr = np.pad(mv.A, np_pad_width) mv2 = np.pad(mv, pad_width) @@ -390,10 +385,7 @@ def test_pad(self): eff_pad_width = (0, 0, 3, 4) np_pad_width = ((0,), (0,), (3,), (4,)) expected_origin = np.asarray( - [ - x - p if isinstance(p, int) else x - for x, p in zip(mv.scanner_origin, eff_pad_width, strict=True) - ] + [x - p if isinstance(p, int) else x for x, p in zip(mv.scanner_origin, eff_pad_width)] ) expected_arr = np.pad(mv.A, np_pad_width) mv2 = np.pad(mv, pad_width) diff --git a/tests/core/test_registration.py b/tests/core/test_registration.py index 5f8d622..4191bd7 100644 --- a/tests/core/test_registration.py +++ b/tests/core/test_registration.py @@ -57,7 +57,7 @@ def test_multiprocessing(self): show_pbar=True, ) - for vol, exp in zip(out, expected, strict=True): + for vol, exp in zip(out, expected): assert np.allclose(vol.volume, exp.volume) shutil.rmtree(data_dir) @@ -113,7 +113,7 @@ def test_multiprocessing(self): # Multiple process (within apply warp) num_workers = min(len(vols), util.num_workers()) outputs = apply_warp(vols, out_registration=out[0], num_workers=num_workers) - for mv_out, exp in zip(outputs, expected, strict=True): + for mv_out, exp in zip(outputs, expected): assert np.allclose(mv_out.volume, exp.volume) # Multiple process @@ -121,7 +121,7 @@ def test_multiprocessing(self): with mp.Pool(num_workers) as p: outputs = p.map(func, vols) - for mv_out, exp in zip(outputs, expected, strict=True): + for mv_out, exp in zip(outputs, expected): assert np.allclose(mv_out.volume, exp.volume) shutil.rmtree(out_path) diff --git a/tests/scan_sequences/mri/test_cones.py b/tests/scan_sequences/mri/test_cones.py index c02cab1..7ac969d 100644 --- a/tests/scan_sequences/mri/test_cones.py +++ b/tests/scan_sequences/mri/test_cones.py @@ -52,7 +52,7 @@ def _generate_mock_data(self, shape=None, ts=None, metadata=True): if metadata: with warnings.catch_warnings(): warnings.simplefilter("ignore") - for idx, (y, t) in enumerate(zip(ys, ts, strict=True)): + for idx, (y, t) in enumerate(zip(ys, ts)): y.set_metadata("EchoTime", t, force=True) y.set_metadata("EchoNumber", idx + 1, force=True) @@ -61,7 +61,7 @@ def _generate_mock_data(self, shape=None, ts=None, metadata=True): def test_basic(self): ys, _, _, _ = self._generate_mock_data() scan = Cones(ys) - for v1, v2 in zip(scan.volumes, ys, strict=True): + for v1, v2 in zip(scan.volumes, ys): assert v1.is_identical(v2) assert scan.echo_times == [y.get_metadata("EchoTime", float) for y in ys] @@ -82,17 +82,17 @@ def test_save_load(self): assert set(os.listdir(save_dir)) == {"volumes", f"{scan.NAME}.data"} scan2 = Cones.load(save_dir) - for v1, v2 in zip(scan.volumes, scan2.volumes, strict=True): + for v1, v2 in zip(scan.volumes, scan2.volumes): assert v1.is_identical(v2) assert scan.echo_times == scan2.echo_times scan2 = Cones.load(save_path) - for v1, v2 in zip(scan.volumes, scan2.volumes, strict=True): + for v1, v2 in zip(scan.volumes, scan2.volumes): assert v1.is_identical(v2) assert scan.echo_times == scan2.echo_times scan2 = Cones.from_dict(io_utils.load_pik(save_path)) - for v1, v2 in zip(scan.volumes, scan2.volumes, strict=True): + for v1, v2 in zip(scan.volumes, scan2.volumes): assert v1.is_identical(v2) assert scan.echo_times == scan2.echo_times @@ -101,7 +101,7 @@ def test_from_dict(self): scan = Cones(ys) scan2 = Cones.from_dict(scan.__dict__) - for v1, v2 in zip(scan2.volumes, ys, strict=True): + for v1, v2 in zip(scan2.volumes, ys): assert v1.is_identical(v2) assert scan.echo_times == scan2.echo_times @@ -119,7 +119,7 @@ def test_from_dict(self): nw.save(y, path) data_dict = {"volumes": ys, "subvolumes": paths} scan2 = Cones.from_dict(data_dict) - for v1, v2 in zip(scan2.volumes, ys, strict=True): + for v1, v2 in zip(scan2.volumes, ys): assert v1.is_identical(v2) assert scan.echo_times == scan2.echo_times @@ -171,7 +171,7 @@ def test_interregister(self): NiftiWriter().save(mask, mask_path) scan3 = Cones(ys) scan3.interregister(ys[-1], mask) - for v1, v2 in zip(scan3.volumes, scan2.volumes, strict=True): + for v1, v2 in zip(scan3.volumes, scan2.volumes): assert np.allclose(v1.A, v2.A) @unittest.skipIf( diff --git a/tests/scan_sequences/mri/test_cubequant.py b/tests/scan_sequences/mri/test_cubequant.py index 003086a..e4b4b8e 100644 --- a/tests/scan_sequences/mri/test_cubequant.py +++ b/tests/scan_sequences/mri/test_cubequant.py @@ -53,7 +53,7 @@ def _generate_mock_data(self, shape=None, ts=None, metadata=True): if metadata: with warnings.catch_warnings(): warnings.simplefilter("ignore") - for idx, (y, t) in enumerate(zip(ys, ts, strict=True)): + for idx, (y, t) in enumerate(zip(ys, ts)): y.set_metadata("EchoTime", t, force=True) y.set_metadata("EchoNumber", idx + 1, force=True) @@ -62,7 +62,7 @@ def _generate_mock_data(self, shape=None, ts=None, metadata=True): def test_basic(self): ys, _, _, _ = self._generate_mock_data() scan = CubeQuant(ys) - for v1, v2 in zip(scan.volumes, ys, strict=True): + for v1, v2 in zip(scan.volumes, ys): assert v1.is_identical(v2) assert scan.spin_lock_times == [y.get_metadata("EchoTime", float) for y in ys] @@ -83,17 +83,17 @@ def test_save_load(self): assert set(os.listdir(save_dir)) == {"volumes", f"{scan.NAME}.data"} scan2 = CubeQuant.load(save_dir) - for v1, v2 in zip(scan.volumes, scan2.volumes, strict=True): + for v1, v2 in zip(scan.volumes, scan2.volumes): assert v1.is_identical(v2) assert scan.spin_lock_times == scan2.spin_lock_times scan2 = CubeQuant.load(save_path) - for v1, v2 in zip(scan.volumes, scan2.volumes, strict=True): + for v1, v2 in zip(scan.volumes, scan2.volumes): assert v1.is_identical(v2) assert scan.spin_lock_times == scan2.spin_lock_times scan2 = CubeQuant.from_dict(io_utils.load_pik(save_path)) - for v1, v2 in zip(scan.volumes, scan2.volumes, strict=True): + for v1, v2 in zip(scan.volumes, scan2.volumes): assert v1.is_identical(v2) assert scan.spin_lock_times == scan2.spin_lock_times @@ -102,7 +102,7 @@ def test_from_dict(self): scan = CubeQuant(ys) scan2 = CubeQuant.from_dict(scan.__dict__) - for v1, v2 in zip(scan2.volumes, ys, strict=True): + for v1, v2 in zip(scan2.volumes, ys): assert v1.is_identical(v2) assert scan.spin_lock_times == scan2.spin_lock_times @@ -120,7 +120,7 @@ def test_from_dict(self): nw.save(y, path) data_dict = {"volumes": ys, "subvolumes": paths} scan2 = CubeQuant.from_dict(data_dict) - for v1, v2 in zip(scan2.volumes, ys, strict=True): + for v1, v2 in zip(scan2.volumes, ys): assert v1.is_identical(v2) assert scan.spin_lock_times == scan2.spin_lock_times @@ -177,7 +177,7 @@ def test_interregister(self): NiftiWriter().save(mask, mask_path) scan3 = CubeQuant(ys) scan3.interregister(ys[0], mask) - for v1, v2 in zip(scan3.volumes, scan2.volumes, strict=True): + for v1, v2 in zip(scan3.volumes, scan2.volumes): assert np.allclose(v1.A, v2.A) @unittest.skipIf( diff --git a/tests/scan_sequences/mri/test_mapss.py b/tests/scan_sequences/mri/test_mapss.py index 2b0dbbd..c270555 100644 --- a/tests/scan_sequences/mri/test_mapss.py +++ b/tests/scan_sequences/mri/test_mapss.py @@ -51,7 +51,7 @@ def _generate_mock_data(self, shape=None, ts=None, metadata=True): if metadata: with warnings.catch_warnings(): warnings.simplefilter("ignore") - for idx, (y, t) in enumerate(zip(ys, ts, strict=True)): + for idx, (y, t) in enumerate(zip(ys, ts)): y.set_metadata("EchoTime", t, force=True) y.set_metadata("EchoNumber", idx + 1, force=True) @@ -127,7 +127,7 @@ def test_save_load(self): ) scan2 = Mapss.load(pik_file) - for v1, v2 in zip(scan.volumes, scan2.volumes, strict=True): + for v1, v2 in zip(scan.volumes, scan2.volumes): assert v1.is_identical(v2) assert scan2.echo_times == scan.echo_times diff --git a/tests/scan_sequences/mri/test_qdess.py b/tests/scan_sequences/mri/test_qdess.py index 1d147d5..5482d55 100644 --- a/tests/scan_sequences/mri/test_qdess.py +++ b/tests/scan_sequences/mri/test_qdess.py @@ -38,7 +38,7 @@ def _generate_mock_data(self, shape=None, metadata=True): if metadata: with warnings.catch_warnings(): warnings.simplefilter("ignore") - for idx, (y, t) in enumerate(zip(ys, ts, strict=True)): + for idx, (y, t) in enumerate(zip(ys, ts)): y.set_metadata("EchoTime", t, force=True) y.set_metadata("EchoNumber", idx + 1, force=True) y.set_metadata("RepetitionTime", 25.0, force=True) @@ -84,7 +84,7 @@ def test_save_load(self): ) scan2 = QDess.load(pik_file) - for v1, v2 in zip(scan.volumes, scan2.volumes, strict=True): + for v1, v2 in zip(scan.volumes, scan2.volumes): assert v1.is_identical(v2) @unittest.skipIf(not util.is_data_available(), "unittest data is not available") From 2ea5c444208abbd17dad85cfca26b4cac6008d40 Mon Sep 17 00:00:00 2001 From: Anthony Date: Fri, 16 Aug 2024 16:29:48 -0700 Subject: [PATCH 37/75] update np.int to int --- dosma/core/orientation.py | 2 +- dosma/tissues/tissue.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/dosma/core/orientation.py b/dosma/core/orientation.py index 5883e8b..340902f 100644 --- a/dosma/core/orientation.py +++ b/dosma/core/orientation.py @@ -304,7 +304,7 @@ def _format_numbers(input, default_val, name, expected_num): end_ornt = nibo.axcodes2ornt(orientation_standard_to_nib(orientation)) ornt = nibo.ornt_transform(start_ornt, end_ornt) - transpose_idxs = ornt[:, 0].astype(np.int) + transpose_idxs = ornt[:, 0].astype(int) flip_idxs = ornt[:, 1] affine[:3] = affine[:3][transpose_idxs] diff --git a/dosma/tissues/tissue.py b/dosma/tissues/tissue.py index 5b8b757..3eb8453 100644 --- a/dosma/tissues/tissue.py +++ b/dosma/tissues/tissue.py @@ -337,7 +337,7 @@ def largest_cc(mask, num=1): raise ValueError("No non-zero values: no connected components") if label_nb == 1: return mask.astype(np.bool) - label_count = np.bincount(labels.ravel().astype(np.int)) + label_count = np.bincount(labels.ravel().astype(int)) # discard 0 the 0 label label_count[0] = 0 From 84cf5781091f99ec124e5911bd46555956b8c16a Mon Sep 17 00:00:00 2001 From: Anthony Date: Fri, 16 Aug 2024 16:30:17 -0700 Subject: [PATCH 38/75] Add medvolume debugging print statements --- dosma/core/med_volume.py | 11 ++++++++++- 1 file changed, 10 insertions(+), 1 deletion(-) diff --git a/dosma/core/med_volume.py b/dosma/core/med_volume.py index 896778b..93f5159 100644 --- a/dosma/core/med_volume.py +++ b/dosma/core/med_volume.py @@ -1240,13 +1240,22 @@ def __getitem__(self, _slice): if headers is not None: _slice_headers = [] for idx, x in enumerate(_slice): + print(idx, x) if headers.shape[idx] == 1 and not isinstance(x, int): _slice_headers.append(slice(None)) elif headers.shape[idx] == 1 and isinstance(x, int): _slice_headers.append(0) else: _slice_headers.append(x) - headers = headers[_slice_headers] + + print(headers) + print(_slice_headers) + print(f'type headers: {type(headers)}') + print(f'type _slice_headers: {type(_slice_headers)}') + print(len(headers)) + for x in headers: + print(x) + headers = headers.squeeze()[_slice_headers] affine = slicer.slice_affine(_slice) return self._partial_clone(volume=volume, affine=affine, headers=headers) From dedc05ace16b4525a05cfc3dc5174d930b5c0ff7 Mon Sep 17 00:00:00 2001 From: Anthony Date: Fri, 16 Aug 2024 16:30:59 -0700 Subject: [PATCH 39/75] Get rid of strict=True for zip. so compatible with python<3.10 --- dosma/models/util.py | 2 +- dosma/scan_sequences/scan_io.py | 4 ++-- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/dosma/models/util.py b/dosma/models/util.py index 2d53d2a..55c7310 100644 --- a/dosma/models/util.py +++ b/dosma/models/util.py @@ -68,7 +68,7 @@ def _gen_mask(func, *_args, **_kwargs): out = [out] if not len(categories) == len(out): raise ValueError("Got {} outputs, but {} categories".format(len(out), len(categories))) - return dict(zip(categories, out, strict=True)) + return dict(zip(categories, out)) if isinstance(cfg_file_or_dict, str): with open(cfg_file_or_dict, "r") as f: diff --git a/dosma/scan_sequences/scan_io.py b/dosma/scan_sequences/scan_io.py index e5ae8d0..8a49ec6 100644 --- a/dosma/scan_sequences/scan_io.py +++ b/dosma/scan_sequences/scan_io.py @@ -310,7 +310,7 @@ def save_custom_data( paths = [paths[k] for k in keys] paths = [os.path.join(_path, f"{k}") for k, _path in zip(keys, paths)] values = self.save_custom_data(metadata.values(), paths, fname_fmt, **kwargs) - metadata = dict(zip(keys, values, strict=True)) + metadata = dict(zip(keys, values)) elif not isinstance(metadata, str) and isinstance(metadata, (Sequence, Set)): values = list(metadata) paths = [os.path.join(_path, "{:03d}".format(i)) for i, _path in enumerate(paths)] @@ -394,7 +394,7 @@ def load_custom_data(cls, data: Any, **kwargs): if issubclass(dtype, Dict): keys = cls.load_custom_data(data.keys(), **kwargs) values = cls.load_custom_data(data.values(), **kwargs) - data = dict(zip(keys, values, strict=True)) + data = dict(zip(keys, values)) elif not issubclass(dtype, str) and issubclass(dtype, (list, tuple, set)): data = dtype([cls.load_custom_data(x, **kwargs) for x in data]) else: From ef0783c0fc086ffedf808b3835ecf27229e3008e Mon Sep 17 00:00:00 2001 From: Anthony Date: Fri, 16 Aug 2024 16:51:39 -0700 Subject: [PATCH 40/75] Updating excel writer syntax to use .close vs .save - if pd > 1.2 then use the new .close syntax. If older, then use old .save syntax. https://stackoverflow.com/questions/76090979/xlsxwriter-object-has-no-attribute-save-did-you-mean-save --- dosma/utils/io_utils.py | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) diff --git a/dosma/utils/io_utils.py b/dosma/utils/io_utils.py index 9a459a1..0e7d5e0 100644 --- a/dosma/utils/io_utils.py +++ b/dosma/utils/io_utils.py @@ -125,8 +125,11 @@ def save_tables( for i in range(len(data_frames)): df = data_frames[i] df.to_excel(writer, sheet_names[i], index=False) - - writer.save() + + if pd.__version__ >= "1.2.0": + writer.close() + else: + writer.save() def init_logger(log_file: str, debug: bool = False): # pragma: no cover From b9cf7cf14aa0fa4e7f4a6fedab3bbde462ade233 Mon Sep 17 00:00:00 2001 From: Anthony Date: Fri, 16 Aug 2024 16:56:08 -0700 Subject: [PATCH 41/75] Update h5py loading data syntax --- dosma/utils/io_utils.py | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/dosma/utils/io_utils.py b/dosma/utils/io_utils.py index 0e7d5e0..6c7a08b 100644 --- a/dosma/utils/io_utils.py +++ b/dosma/utils/io_utils.py @@ -95,7 +95,10 @@ def load_h5(file_path): data = {} with h5py.File(file_path, "r") as f: for key in f.keys(): - data[key] = f.get(key).value + if h5py.version.version_tuple < (3, 0, 0): + data[key] = f.get(key).value + else: + data[key] = f[key][:] return data From 732b44a2acae43d2fe3ee3ecf3f23d5ddf5e29e3 Mon Sep 17 00:00:00 2001 From: Anthony Date: Fri, 16 Aug 2024 17:12:07 -0700 Subject: [PATCH 42/75] keep kers version logger - in case we go back to keras in future --- dosma/utils/collect_env.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dosma/utils/collect_env.py b/dosma/utils/collect_env.py index dfc42e0..fd5a1f7 100644 --- a/dosma/utils/collect_env.py +++ b/dosma/utils/collect_env.py @@ -56,7 +56,7 @@ def collect_env_info(): pass try: - import tensorflow.keras as keras + import keras data.append(("keras", keras.__version__)) except ImportError: From e64a0db130f6aa095ca30208ae2851c6400795a1 Mon Sep 17 00:00:00 2001 From: Anthony Date: Fri, 16 Aug 2024 17:14:12 -0700 Subject: [PATCH 43/75] turn np index into tuple - using non-tuple for multidimensional indexing was deprecated. - also remove debug print statements --- dosma/core/med_volume.py | 11 +---------- 1 file changed, 1 insertion(+), 10 deletions(-) diff --git a/dosma/core/med_volume.py b/dosma/core/med_volume.py index 93f5159..094335b 100644 --- a/dosma/core/med_volume.py +++ b/dosma/core/med_volume.py @@ -1240,22 +1240,13 @@ def __getitem__(self, _slice): if headers is not None: _slice_headers = [] for idx, x in enumerate(_slice): - print(idx, x) if headers.shape[idx] == 1 and not isinstance(x, int): _slice_headers.append(slice(None)) elif headers.shape[idx] == 1 and isinstance(x, int): _slice_headers.append(0) else: _slice_headers.append(x) - - print(headers) - print(_slice_headers) - print(f'type headers: {type(headers)}') - print(f'type _slice_headers: {type(_slice_headers)}') - print(len(headers)) - for x in headers: - print(x) - headers = headers.squeeze()[_slice_headers] + headers = headers[tuple(_slice_headers)] affine = slicer.slice_affine(_slice) return self._partial_clone(volume=volume, affine=affine, headers=headers) From 7e27a16863a6801233aac42df6a348afe58eb9da Mon Sep 17 00:00:00 2001 From: Anthony Date: Fri, 16 Aug 2024 17:15:32 -0700 Subject: [PATCH 44/75] update readme re: unit test environment variables. --- README.md | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/README.md b/README.md index 7e4c81f..8956ce9 100644 --- a/README.md +++ b/README.md @@ -41,6 +41,10 @@ make dev ``` To run tests, build documentation and contribute, run +- If Elastix not installed, must indicate this to system by running the following on the commandline: + `export "DOSMA_UNITTEST_DISABLE_ELASTIX=True"` +- If test data not available add: + `export ""DOSMA_UNITTEST_DISABLE_DATA"=True"` ```bash make autoformat test build-docs ``` From 0e857546adb6cfb55005fa290a9bb567c8b1e2b4 Mon Sep 17 00:00:00 2001 From: Anthony Date: Fri, 16 Aug 2024 17:40:13 -0700 Subject: [PATCH 45/75] Updating np.bool to be bool b/c np.bool deprecated --- dosma/tissues/femoral_cartilage.py | 2 +- dosma/tissues/meniscus.py | 4 ++-- dosma/tissues/patellar_cartilage.py | 2 +- dosma/tissues/tibial_cartilage.py | 2 +- dosma/tissues/tissue.py | 4 ++-- tests/core/test_fitting.py | 2 +- tests/models/test_oaiunet2d.py | 4 ++-- 7 files changed, 10 insertions(+), 10 deletions(-) diff --git a/dosma/tissues/femoral_cartilage.py b/dosma/tissues/femoral_cartilage.py index 086b029..ebdb68e 100644 --- a/dosma/tissues/femoral_cartilage.py +++ b/dosma/tissues/femoral_cartilage.py @@ -534,7 +534,7 @@ def save_data(self, save_dirpath, data_format: ImageDataFormat = preferences.ima ) def __binarize_region_mask__(self, region_mask, roi): - return np.asarray(np.bitwise_and(region_mask, roi) == roi, dtype=np.bool) + return np.asarray(np.bitwise_and(region_mask, roi) == roi, dtype=bool) def __split_mask__(self): assert ( diff --git a/dosma/tissues/meniscus.py b/dosma/tissues/meniscus.py index 79c5732..cf49538 100644 --- a/dosma/tissues/meniscus.py +++ b/dosma/tissues/meniscus.py @@ -166,7 +166,7 @@ def __calc_quant_vals__(self, quant_map: MedicalVolume, map_type: QuantitativeVa coronal_categories = [x for x in coronal_categories if x[0] == -1] categorical_mask = np.zeros(region_mask.shape[:-1]) - base_mask = self.__mask__.A.astype(np.bool) + base_mask = self.__mask__.A.astype(bool) labels = {} for idx, ( (axial, axial_name), @@ -251,7 +251,7 @@ def __calc_quant_vals_old__(self, quant_map, map_type): axial_map = np.asarray( axial_region_mask == self._SUPERIOR_KEY, dtype=np.float32 ) + np.asarray(axial_region_mask == self._INFERIOR_KEY, dtype=np.float32) - axial_map = np.asarray(axial_map, dtype=np.bool) + axial_map = np.asarray(axial_map, dtype=bool) else: axial_map = axial_region_mask == axial diff --git a/dosma/tissues/patellar_cartilage.py b/dosma/tissues/patellar_cartilage.py index 549f37b..870ccf3 100644 --- a/dosma/tissues/patellar_cartilage.py +++ b/dosma/tissues/patellar_cartilage.py @@ -161,7 +161,7 @@ def __calc_quant_vals__(self, quant_map, map_type): axial_map = np.asarray( deep_superficial_map == self._REGION_SUPERFICIAL_KEY, dtype=np.float32 ) + np.asarray(deep_superficial_map == self._REGION_DEEP_KEY, dtype=np.float32) - axial_map = np.asarray(axial_map, dtype=np.bool) + axial_map = np.asarray(axial_map, dtype=bool) else: axial_map = deep_superficial_map == axial diff --git a/dosma/tissues/tibial_cartilage.py b/dosma/tissues/tibial_cartilage.py index 2fce904..50bb5bd 100644 --- a/dosma/tissues/tibial_cartilage.py +++ b/dosma/tissues/tibial_cartilage.py @@ -195,7 +195,7 @@ def __calc_quant_vals__(self, quant_map, map_type): axial_map = (axial_region_mask == self._SUPERIOR_KEY).astype(np.float32) + ( axial_region_mask == self._INFERIOR_KEY ).astype(np.float32) - axial_map = axial_map.astype(np.bool) + axial_map = axial_map.astype(bool) else: axial_map = axial_region_mask == axial diff --git a/dosma/tissues/tissue.py b/dosma/tissues/tissue.py index 3eb8453..d7d372f 100644 --- a/dosma/tissues/tissue.py +++ b/dosma/tissues/tissue.py @@ -319,7 +319,7 @@ def largest_cc(mask, num=1): """Return the largest `num` connected component(s) of a 3D mask array. Args: - mask (np.ndarray): 3D mask array (`np.bool` or `np.[u]int`). + mask (np.ndarray): 3D mask array (`bool` or `np.[u]int`). num (int, optional): Maximum number of connected components to keep. Returns: @@ -336,7 +336,7 @@ def largest_cc(mask, num=1): if not label_nb: raise ValueError("No non-zero values: no connected components") if label_nb == 1: - return mask.astype(np.bool) + return mask.astype(bool) label_count = np.bincount(labels.ravel().astype(int)) # discard 0 the 0 label label_count[0] = 0 diff --git a/tests/core/test_fitting.py b/tests/core/test_fitting.py index e6bf087..f1e20d0 100644 --- a/tests/core/test_fitting.py +++ b/tests/core/test_fitting.py @@ -268,7 +268,7 @@ def test_polyfit_initialization(self): # The values will not be accurate, but other pixel values should be. x, y, b = _generate_monoexp_data((10, 10, 20)) t = 1 / np.abs(b) - mask_arr = np.zeros(y[0].shape, dtype=np.bool) + mask_arr = np.zeros(y[0].shape, dtype=bool) mask_arr[:5, :5] = 1 y[0][mask_arr] = 0 diff --git a/tests/models/test_oaiunet2d.py b/tests/models/test_oaiunet2d.py index 2c4dec3..c7b8d66 100644 --- a/tests/models/test_oaiunet2d.py +++ b/tests/models/test_oaiunet2d.py @@ -132,8 +132,8 @@ def test_segmentation(self): K.clear_session() for i, tissue in enumerate(classes): - pred = masks[tissue].volume.astype(np.bool) - gt = expected_seg[..., i].astype(np.bool) + pred = masks[tissue].volume.astype(bool) + gt = expected_seg[..., i].astype(bool) dice = 2 * np.sum(pred & gt) / np.sum(pred.astype(np.uint8) + gt.astype(np.uint8)) # Zero-mean normalization of 32-bit vs 64-bit data results in slightly different # estimations of the mean and standard deviation. From c36d51800913845a1bbddc01bdc9dada7f5d72cc Mon Sep 17 00:00:00 2001 From: Anthony Date: Fri, 16 Aug 2024 18:21:00 -0700 Subject: [PATCH 46/75] Fix deprecated scipy.ndimage.measurements - if scipy >= 2.0.0 then import center_of_mass from scipy.ndimage - else, if earlier then import from scipy.ndimage.measurements. --- dosma/tissues/femoral_cartilage.py | 8 ++++++-- dosma/tissues/meniscus.py | 8 ++++++-- dosma/tissues/patellar_cartilage.py | 10 +++++++--- dosma/utils/geometry_utils.py | 12 +++++++++--- 4 files changed, 28 insertions(+), 10 deletions(-) diff --git a/dosma/tissues/femoral_cartilage.py b/dosma/tissues/femoral_cartilage.py index ebdb68e..3aeb8eb 100644 --- a/dosma/tissues/femoral_cartilage.py +++ b/dosma/tissues/femoral_cartilage.py @@ -3,7 +3,11 @@ import numpy as np import pandas as pd -import scipy.ndimage as sni +import scipy +if scipy.__version__ >= "2.0.0": + from scipy.ndimage import center_of_mass as c_of_m +else: + from scipy.ndimage.measurements import center_of_mass as c_of_m from dosma.core.device import get_array_module from dosma.core.io.format_io import ImageDataFormat @@ -164,7 +168,7 @@ def split_regions( # medial/lateral division # take into account scanning direction - center_of_mass = sni.measurements.center_of_mass(mask) + center_of_mass = c_of_m(mask) com_slicewise = center_of_mass[-1] ml_volume = np.asarray(np.zeros(mask.shape), dtype=np.uint16) diff --git a/dosma/tissues/meniscus.py b/dosma/tissues/meniscus.py index cf49538..0174c3e 100644 --- a/dosma/tissues/meniscus.py +++ b/dosma/tissues/meniscus.py @@ -10,7 +10,11 @@ import numpy as np import pandas as pd -import scipy.ndimage as sni +import scipy +if scipy.__version__ >= "2.0.0": + from scipy.ndimage import center_of_mass as c_of_m +else: + from scipy.ndimage.measurements import center_of_mass as c_of_m from dosma.core.device import get_array_module from dosma.core.med_volume import MedicalVolume @@ -108,7 +112,7 @@ def split_regions(self, base_map): with tilted mensici. This will be addressed in a later release. To avoid computing metrics on these regions, set ``self.split_ml_only=True``. """ - center_of_mass = sni.measurements.center_of_mass(base_map) # zero indexed + center_of_mass = c_of_m(base_map) # zero indexed com_sup_inf = int(np.ceil(center_of_mass[0])) com_ant_post = int(np.ceil(center_of_mass[1])) diff --git a/dosma/tissues/patellar_cartilage.py b/dosma/tissues/patellar_cartilage.py index 870ccf3..78e2221 100644 --- a/dosma/tissues/patellar_cartilage.py +++ b/dosma/tissues/patellar_cartilage.py @@ -9,7 +9,11 @@ import numpy as np import pandas as pd -import scipy.ndimage as sni +import scipy +if scipy.__version__ >= "2.0.0": + from scipy.ndimage import center_of_mass as c_of_m +else: + from scipy.ndimage.measurements import center_of_mass as c_of_m from dosma.core.device import get_array_module from dosma.core.quant_vals import QuantitativeValueType @@ -110,7 +114,7 @@ def split_regions(self, base_map): voxels = base_map[locs[0], :, locs[1]] com_sup_inf = np.asarray( [ - int(np.ceil(sni.measurements.center_of_mass(voxels[i, :])[0])) + int(np.ceil(c_of_m(voxels[i, :])[0])) for i in range(voxels.shape[0]) ] ) @@ -123,7 +127,7 @@ def split_regions(self, base_map): # M/L cum_ml = np.nonzero(base_map.sum(axis=(0, 1)))[0] # noqa: F841 # midpoint_ml = int(np.ceil((np.min(cum_ml) + np.max(cum_ml)) / 2)) - midpoint_ml = int(np.ceil(sni.measurements.center_of_mass(base_map)[2])) + midpoint_ml = int(np.ceil(c_of_m(base_map)[2])) region_mask_med_lat = np.full(base_map.shape, self._LATERAL_KEY) medial_span = slice(0, midpoint_ml) if self.medial_to_lateral else slice(midpoint_ml, None) region_mask_med_lat[:, :, medial_span] = self._MEDIAL_KEY diff --git a/dosma/utils/geometry_utils.py b/dosma/utils/geometry_utils.py index c46f137..332b267 100644 --- a/dosma/utils/geometry_utils.py +++ b/dosma/utils/geometry_utils.py @@ -1,5 +1,9 @@ import numpy as np -import scipy.ndimage as sni +import scipy +if scipy.__version__ >= "2.0.0": + from scipy.ndimage import center_of_mass as c_of_m +else: + from scipy.ndimage.measurements import center_of_mass as c_of_m from scipy import optimize from dosma.core.device import get_array_module @@ -120,5 +124,7 @@ def center_of_mass(input, labels=None, index=None): import cupyx.scipy.ndimage as csni _sni = csni - - return _sni.center_of_mass(input, labels=labels, index=index) + result = _sni.center_of_mass(input, labels=labels, index=index) + else: + result = c_of_m(input, labels=labels, index=index) + return From 7988b87d211efd9e0acbe873c5ea47f481e35e6b Mon Sep 17 00:00:00 2001 From: Anthony Date: Fri, 16 Aug 2024 18:21:53 -0700 Subject: [PATCH 47/75] Update install instructions to install from source. --- README.md | 18 ++++++++++++++++++ 1 file changed, 18 insertions(+) diff --git a/README.md b/README.md index 8956ce9..623731e 100644 --- a/README.md +++ b/README.md @@ -30,6 +30,24 @@ pip install dosma pip install dosma[ai] ``` +If you would like to install from source - to get the latest versions, or to build for your specific system: + +If you would like to install from source then use: + +```bash +git clone git@github.com:ad12/DOSMA.git +cd DOSMA +pip install . +``` + +To get AI support: + +```bash +git clone git@github.com:ad12/DOSMA.git +cd DOSMA +pip install '.[ai]' +``` + If you would like to contribute to DOSMA, we recommend you clone the repository and install DOSMA with `pip` in editable mode. From f2f690742197edce18c247f591a88262709267d5 Mon Sep 17 00:00:00 2001 From: Anthony Date: Fri, 16 Aug 2024 18:25:23 -0700 Subject: [PATCH 48/75] Update gitignore to not log nipype logs. --- .gitignore | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/.gitignore b/.gitignore index 859a058..0336a94 100644 --- a/.gitignore +++ b/.gitignore @@ -57,4 +57,7 @@ docs/source/generated coverage.xml # system files -.DS_Store \ No newline at end of file +.DS_Store + +#nipype logfiles +stdout.nipype From 046e77f0ec39711fca78a66ba539dedd40e4ad17 Mon Sep 17 00:00:00 2001 From: Anthony Date: Fri, 16 Aug 2024 18:27:20 -0700 Subject: [PATCH 49/75] ignore zip() strict=False in flake8 errors - This is only available in python>3.10, therefore removing the requirement in flake8 --- .flake8 | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.flake8 b/.flake8 index 5cc9f54..8031aef 100644 --- a/.flake8 +++ b/.flake8 @@ -2,7 +2,7 @@ # Keep in sync with setup.cfg and pyproject.toml which is used for source packages. [flake8] -ignore = W503, E203, B950, B011, B904, B907 +ignore = W503, E203, B950, B011, B904, B907, B905 max-line-length = 100 max-complexity = 18 select = B,C,E,F,W,T4,B9 From f3523086afcb7bd73bf0d759b4a02a91970f1890 Mon Sep 17 00:00:00 2001 From: Anthony Date: Fri, 16 Aug 2024 18:34:31 -0700 Subject: [PATCH 50/75] Linting updates. --- dosma/tissues/femoral_cartilage.py | 1 + dosma/tissues/meniscus.py | 1 + dosma/tissues/patellar_cartilage.py | 6 ++---- dosma/utils/geometry_utils.py | 4 +++- dosma/utils/io_utils.py | 2 +- 5 files changed, 8 insertions(+), 6 deletions(-) diff --git a/dosma/tissues/femoral_cartilage.py b/dosma/tissues/femoral_cartilage.py index 3aeb8eb..b63623f 100644 --- a/dosma/tissues/femoral_cartilage.py +++ b/dosma/tissues/femoral_cartilage.py @@ -4,6 +4,7 @@ import numpy as np import pandas as pd import scipy + if scipy.__version__ >= "2.0.0": from scipy.ndimage import center_of_mass as c_of_m else: diff --git a/dosma/tissues/meniscus.py b/dosma/tissues/meniscus.py index 0174c3e..ac4537a 100644 --- a/dosma/tissues/meniscus.py +++ b/dosma/tissues/meniscus.py @@ -11,6 +11,7 @@ import numpy as np import pandas as pd import scipy + if scipy.__version__ >= "2.0.0": from scipy.ndimage import center_of_mass as c_of_m else: diff --git a/dosma/tissues/patellar_cartilage.py b/dosma/tissues/patellar_cartilage.py index 78e2221..a963244 100644 --- a/dosma/tissues/patellar_cartilage.py +++ b/dosma/tissues/patellar_cartilage.py @@ -10,6 +10,7 @@ import numpy as np import pandas as pd import scipy + if scipy.__version__ >= "2.0.0": from scipy.ndimage import center_of_mass as c_of_m else: @@ -113,10 +114,7 @@ def split_regions(self, base_map): locs = base_map.sum(axis=1).nonzero() voxels = base_map[locs[0], :, locs[1]] com_sup_inf = np.asarray( - [ - int(np.ceil(c_of_m(voxels[i, :])[0])) - for i in range(voxels.shape[0]) - ] + [int(np.ceil(c_of_m(voxels[i, :])[0])) for i in range(voxels.shape[0])] ) region_mask_sup_deep = np.full(base_map.shape, self._REGION_DEEP_KEY) for i in range(len(com_sup_inf)): diff --git a/dosma/utils/geometry_utils.py b/dosma/utils/geometry_utils.py index 332b267..9ccfb16 100644 --- a/dosma/utils/geometry_utils.py +++ b/dosma/utils/geometry_utils.py @@ -1,9 +1,11 @@ import numpy as np import scipy + if scipy.__version__ >= "2.0.0": from scipy.ndimage import center_of_mass as c_of_m else: from scipy.ndimage.measurements import center_of_mass as c_of_m + from scipy import optimize from dosma.core.device import get_array_module @@ -127,4 +129,4 @@ def center_of_mass(input, labels=None, index=None): result = _sni.center_of_mass(input, labels=labels, index=index) else: result = c_of_m(input, labels=labels, index=index) - return + return diff --git a/dosma/utils/io_utils.py b/dosma/utils/io_utils.py index 6c7a08b..acc991b 100644 --- a/dosma/utils/io_utils.py +++ b/dosma/utils/io_utils.py @@ -128,7 +128,7 @@ def save_tables( for i in range(len(data_frames)): df = data_frames[i] df.to_excel(writer, sheet_names[i], index=False) - + if pd.__version__ >= "1.2.0": writer.close() else: From ae5fcd833d6b8639b212135b76a629f01de7556c Mon Sep 17 00:00:00 2001 From: Anthony Date: Fri, 16 Aug 2024 18:34:46 -0700 Subject: [PATCH 51/75] Fixing sni import errors. --- dosma/utils/geometry_utils.py | 9 +++------ 1 file changed, 3 insertions(+), 6 deletions(-) diff --git a/dosma/utils/geometry_utils.py b/dosma/utils/geometry_utils.py index 9ccfb16..7a9d857 100644 --- a/dosma/utils/geometry_utils.py +++ b/dosma/utils/geometry_utils.py @@ -118,15 +118,12 @@ def center_of_mass(input, labels=None, index=None): Note: This is adapted from scipy.ndimage to support cupy. """ - _sni = sni + _c_of_m = c_of_m if env.cupy_available(): import cupy as cp if get_array_module(input) == cp: import cupyx.scipy.ndimage as csni - _sni = csni - result = _sni.center_of_mass(input, labels=labels, index=index) - else: - result = c_of_m(input, labels=labels, index=index) - return + _c_of_m = csni.center_of_mass + return _c_of_m(input, labels=labels, index=index) From f2b505a8be898c1623fe74ef8dadcf4f913e6fac Mon Sep 17 00:00:00 2001 From: Anthony Date: Fri, 16 Aug 2024 18:55:46 -0700 Subject: [PATCH 52/75] Drop CI testing for python 3.6 and add 3.9/3.10 --- .github/workflows/ci.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 225b0f0..1c1eb32 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -15,7 +15,7 @@ jobs: runs-on: ubuntu-latest strategy: matrix: - python-version: ["3.6", "3.7", "3.8"] + python-version: ["3.7", "3.8", "3.9", "3.10"] steps: - uses: actions/checkout@v2 From d3f5279ba57afbf0ef7124f1cfd3cf7a3b90829c Mon Sep 17 00:00:00 2001 From: Anthony Date: Fri, 16 Aug 2024 19:05:09 -0700 Subject: [PATCH 53/75] Drop CI testing for python 3.6 and add 3.9/3.10 --- .github/workflows/ci.yml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 1c1eb32..9717051 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -43,7 +43,7 @@ jobs: runs-on: ubuntu-latest strategy: matrix: - python-version: ["3.6", "3.7", "3.8"] + python-version: ["3.7", "3.8", "3.9", "3.10"] steps: - uses: actions/checkout@v2 @@ -72,7 +72,7 @@ jobs: strategy: matrix: os: [ubuntu-latest] - python-version: ["3.6", "3.7", "3.8"] # there are some issues with numpy multiarray in 3.7 + python-version: ["3.7", "3.8", "3.9", "3.10"] # there are some issues with numpy multiarray in 3.7 steps: - uses: actions/checkout@v2 From 34f1e1ed05f45848bdab6914059be841deae22e7 Mon Sep 17 00:00:00 2001 From: Anthony Date: Fri, 16 Aug 2024 21:04:52 -0700 Subject: [PATCH 54/75] Drop CI Documentation for 3.7 - Dont need docs for each specific version... --- .github/workflows/ci.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 9717051..b87d87a 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -43,7 +43,7 @@ jobs: runs-on: ubuntu-latest strategy: matrix: - python-version: ["3.7", "3.8", "3.9", "3.10"] + python-version: ["3.8", "3.9", "3.10"] steps: - uses: actions/checkout@v2 From 2cec41ff01a1681768f0c911df45e52d52f8b80e Mon Sep 17 00:00:00 2001 From: Anthony Date: Sat, 17 Aug 2024 07:24:56 -0700 Subject: [PATCH 55/75] Remove pinned numba & simpleitk from CI - Number was due to an error in a specifc version (that numba is now past) - SITK was due to change in basis (don't accept non-orthonormal) - but this hasnt been an issue running tests upto now. --- .github/workflows/ci.yml | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index b87d87a..9bbed8e 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -83,15 +83,13 @@ jobs: python-version: ${{ matrix.python-version }} - name: Install Dependencies - # there are some issues with numpy multiarray in 3.7, affecting numba 0.54 installation - # SimpleITK 2.1.0 does not support non-orthonormal directions run: | python -m pip install --upgrade pip - pip install numba==0.53.1 + pip install numba pip install tensorflow>=2.0.0 pip install torch pip install sigpy - pip install --upgrade simpleitk==2.0.2 + pip install --upgrade simpleitk make dev pip install -e '.[dev]' From 055f2825ced705940745d685ccdab7195f77a8df Mon Sep 17 00:00:00 2001 From: Anthony Date: Sun, 18 Aug 2024 11:14:17 -0700 Subject: [PATCH 56/75] update `np.complex` to use builtin `complex` - np.complex is deprecated. --- dosma/core/med_volume.py | 4 ++-- tests/core/test_med_volume.py | 2 +- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/dosma/core/med_volume.py b/dosma/core/med_volume.py index 094335b..4875ba5 100644 --- a/dosma/core/med_volume.py +++ b/dosma/core/med_volume.py @@ -603,7 +603,7 @@ def to_torch( [[1., 1.], [1., 1.]]], device="cuda:0", dtype=torch.float64) >>> # view complex array as real tensor - >>> mv = MedicalVolume(np.ones((3,4,5), dtype=np.complex), np.eye(4)) + >>> mv = MedicalVolume(np.ones((3,4,5), dtype=complex), np.eye(4)) >>> tensor = mv.to_torch(view_as_real) >>> tensor.shape (3, 4, 5, 2) @@ -1070,7 +1070,7 @@ def from_torch(cls, tensor, affine, headers=None, to_complex: bool = None) -> "M torch_version = env.get_version(torch) supports_cplx = version.Version(torch_version) >= _TORCH_COMPLEX_SUPPORT_VERSION - # Check if tensor needs to be converted to np.complex type. + # Check if tensor needs to be converted to `complex` type. # If tensor is of torch.complex64 or torch.complex128 dtype, then from_numpy will take # care of conversion to appropriate numpy dtype, and we do not need to do the to_complex # logic. diff --git a/tests/core/test_med_volume.py b/tests/core/test_med_volume.py index aa7aa41..b1540ae 100644 --- a/tests/core/test_med_volume.py +++ b/tests/core/test_med_volume.py @@ -536,7 +536,7 @@ def test_to_torch(self): assert torch.all(tensor == torch.from_numpy(vol)) assert tensor.shape == mv.shape - vol = np.ones((10, 20, 30), np.complex) + vol = np.ones((10, 20, 30), complex) mv = MedicalVolume(vol, self._AFFINE) tensor = mv.to_torch() From 327f37e23b6178a952e8f20ff44de76eb4ac57db Mon Sep 17 00:00:00 2001 From: Anthony Date: Mon, 19 Aug 2024 12:35:07 -0700 Subject: [PATCH 57/75] Flexibly get tensor shapes - Different versions of tensorflow/keras were returning `tuple` or `tf.TensorShape`. - Create new function to handle both - refactor utils to create this function and the current model loading util functions. --- dosma/cli.py | 2 +- dosma/models/__init__.py | 5 +- dosma/models/model_loading_util.py | 95 ++++++++++++++++++++++ dosma/models/oaiunet2d.py | 15 ++-- dosma/models/stanford_qdess.py | 6 +- dosma/models/util.py | 106 +++++-------------------- tests/models/test_util.py | 2 +- tests/scan_sequences/mri/test_qdess.py | 2 +- 8 files changed, 135 insertions(+), 98 deletions(-) create mode 100644 dosma/models/model_loading_util.py diff --git a/dosma/cli.py b/dosma/cli.py index 08f6cf9..5bfbec4 100644 --- a/dosma/cli.py +++ b/dosma/cli.py @@ -34,7 +34,7 @@ from dosma.core.quant_vals import QuantitativeValueType as QV from dosma.defaults import preferences from dosma.models.seg_model import SegModel -from dosma.models.util import SUPPORTED_MODELS, get_model, model_from_config +from dosma.models.model_loading_util import SUPPORTED_MODELS, get_model, model_from_config from dosma.msk import knee from dosma.scan_sequences.mri.cones import Cones from dosma.scan_sequences.mri.cube_quant import CubeQuant diff --git a/dosma/models/__init__.py b/dosma/models/__init__.py index 304908e..c45b759 100644 --- a/dosma/models/__init__.py +++ b/dosma/models/__init__.py @@ -1,12 +1,13 @@ -from dosma.models import oaiunet2d, stanford_qdess, stanford_qdess_bone, util +from dosma.models import model_loading_util, oaiunet2d, stanford_qdess, stanford_qdess_bone from dosma.models.oaiunet2d import * # noqa from dosma.models.stanford_qdess import * # noqa: F401, F403 from dosma.models.stanford_qdess_bone import * # noqa: F401, F403 from dosma.models.stanford_cube_bone import * # noqa: F401, F403 +from dosma.models.model_loading_util import * # noqa from dosma.models.util import * # noqa __all__ = [] -__all__.extend(util.__all__) +__all__.extend(model_loading_util.__all__) __all__.extend(oaiunet2d.__all__) __all__.extend(stanford_qdess.__all__) __all__.extend(stanford_qdess_bone.__all__) diff --git a/dosma/models/model_loading_util.py b/dosma/models/model_loading_util.py new file mode 100644 index 0000000..444b940 --- /dev/null +++ b/dosma/models/model_loading_util.py @@ -0,0 +1,95 @@ +""" +Functions for loading Keras models + +@author: Arjun Desai + (C) Stanford University, 2019 +""" +import os +import yaml +from functools import partial +from typing import Sequence +import tensorflow as tf + +from dosma.models.oaiunet2d import IWOAIOAIUnet2D, IWOAIOAIUnet2DNormalized, OAIUnet2D +from dosma.models.seg_model import SegModel + +__all__ = ["get_model", "SUPPORTED_MODELS"] + +# Network architectures currently supported +__SUPPORTED_MODELS__ = [OAIUnet2D, IWOAIOAIUnet2D, IWOAIOAIUnet2DNormalized] + +# Initialize supported models for the command line +SUPPORTED_MODELS = [x.ALIASES[0] for x in __SUPPORTED_MODELS__] + + +def get_model(model_str, input_shape, weights_path, **kwargs): + """Get a Keras model + :param model_str: model identifier + :param input_shape: tuple or list of tuples for initializing input(s) into Keras model + :param weights_path: filepath to weights used to initialize Keras model + :return: a Keras model + """ + for m in __SUPPORTED_MODELS__: + if model_str in m.ALIASES or model_str == m.__name__: + return m(input_shape, weights_path, **kwargs) + + raise LookupError("%s model type not supported" % model_str) + + +def model_from_config(cfg_file_or_dict, weights_dir=None, **kwargs) -> SegModel: + """Builds a new model from a config file. + + This function is useful for building models that have similar structure/architecture + to existing models supported in DOSMA, but have different weights and categories. + The config defines what dosma model should be used as a base, what weights should be loaded, + and what are the categories. + + The config file should be a yaml file that has the following keys: + * "DOSMA_MODEL": The base model that exists in DOSMA off of which data should be built. + * "CATEGORIES": The categories that are supposed to be loaded. + * "WEIGHTS_FILE": The basename of (or full path to) weights that should be loaded. + + Args: + cfg_file_or_dict (str or dict): The yaml file or dictionary corresponding to the config. + weights_dir (str): The directory where weights are stored. If not specified, assumes + "WEIGHTS_FILE" field in the config is the full path to the weights. + **kwargs: Keyword arguments for base model `__init__` + + Returns: + SegModel: A segmentation model with appropriate changes to `generate_mask` to produce + the right masks. + """ + + def _gen_mask(func, *_args, **_kwargs): + out = func(*_args, **_kwargs) + if isinstance(out, dict): + # Assumes that the dict is ordered, which it is for python>=3.6 + out = out.values() + elif not isinstance(out, Sequence): + out = [out] + if not len(categories) == len(out): + raise ValueError("Got {} outputs, but {} categories".format(len(out), len(categories))) + return dict(zip(categories, out)) + + if isinstance(cfg_file_or_dict, str): + with open(cfg_file_or_dict, "r") as f: + cfg = yaml.load(f) + else: + cfg = cfg_file_or_dict + + base_model = cfg["DOSMA_MODEL"] + categories = cfg["CATEGORIES"] + weights = cfg["WEIGHTS_FILE"] + if not os.path.isfile(weights): + assert weights_dir, "`weights_dir` must be specified" + weights = os.path.join(weights_dir, cfg["WEIGHTS_FILE"]) + + try: + model: SegModel = get_model(base_model, weights_path=weights, force_weights=True, **kwargs) + except LookupError as e: + raise LookupError("BASE_MODEL '{}' not supported \n{}".format(base_model, e)) + + # Override generate mask function + model.generate_mask = partial(_gen_mask, model.generate_mask) + + return model diff --git a/dosma/models/oaiunet2d.py b/dosma/models/oaiunet2d.py index dc54a09..87a3ea7 100644 --- a/dosma/models/oaiunet2d.py +++ b/dosma/models/oaiunet2d.py @@ -16,6 +16,7 @@ MaxPooling2D, ) from tensorflow.keras.models import Model + import tensorflow as tf _SUPPORTS_KERAS = True except ImportError: # pragma: no-cover @@ -24,6 +25,7 @@ from dosma.core.med_volume import MedicalVolume from dosma.core.orientation import SAGITTAL from dosma.models.seg_model import KerasSegModel, whiten_volume +from dosma.models.util import get_tensor_shape_as_list __all__ = ["OAIUnet2D", "IWOAIOAIUnet2D", "IWOAIOAIUnet2DNormalized"] @@ -95,8 +97,10 @@ def __load_keras_model__(self, input_shape, force_weights=False): # Only maxpool till penultimate depth if depth_cnt < depth - 1: - # If size of input is odd, only do a 3x3 max pool - xres = conv.shape.as_list()[1] + # If size of input is odd, only do a 3x3 max pool + shape_ = get_tensor_shape_as_list(conv) + xres = shape_[1] + if xres % 2 == 0: pooling_size = (2, 2) elif xres % 2 == 1: @@ -107,7 +111,7 @@ def __load_keras_model__(self, input_shape, force_weights=False): # step up convolutional layers for depth_cnt in range(depth - 2, -1, -1): - deconv_shape = conv_ptr[depth_cnt].shape.as_list() + deconv_shape = get_tensor_shape_as_list(conv_ptr[depth_cnt]) deconv_shape[0] = None # If size of input is odd, then do a 3x3 deconv @@ -241,7 +245,8 @@ def __load_keras_model__(self, input_shape): if depth_cnt < depth - 1: # If size of input is odd, only do a 3x3 max pool - xres = conv.shape.as_list()[1] + shape_ = get_tensor_shape_as_list(conv) + xres = shape_[1] if xres % 2 == 0: pooling_size = (2, 2) elif xres % 2 == 1: @@ -252,7 +257,7 @@ def __load_keras_model__(self, input_shape): # step up convolutional layers for depth_cnt in range(depth - 2, -1, -1): - deconv_shape = conv_ptr[depth_cnt].shape.as_list() + deconv_shape = get_tensor_shape_as_list(conv_ptr[depth_cnt]) deconv_shape[0] = None # If size of input is odd, then do a 3x3 deconv diff --git a/dosma/models/stanford_qdess.py b/dosma/models/stanford_qdess.py index 9ef2478..8dfc91e 100644 --- a/dosma/models/stanford_qdess.py +++ b/dosma/models/stanford_qdess.py @@ -27,6 +27,7 @@ from dosma.core.med_volume import MedicalVolume from dosma.core.orientation import SAGITTAL from dosma.models.seg_model import KerasSegModel, whiten_volume +from dosma.models.util import get_tensor_shape_as_list __all__ = ["StanfordQDessUNet2D"] @@ -108,7 +109,8 @@ def __load_keras_model__(self, input_shape): if depth_cnt < depth - 1: # If size of input is odd, only do a 3x3 max pool - xres = conv.shape.as_list()[1] + shape_ = get_tensor_shape_as_list(conv) + xres = shape_[1] if xres % 2 == 0: pooling_size = (2, 2) elif xres % 2 == 1: @@ -119,7 +121,7 @@ def __load_keras_model__(self, input_shape): # step up convolutional layers for depth_cnt in range(depth - 2, -1, -1): - deconv_shape = conv_ptr[depth_cnt].shape.as_list() + deconv_shape = get_tensor_shape_as_list(conv_ptr[depth_cnt]) deconv_shape[0] = None # If size of input is odd, then do a 3x3 deconv diff --git a/dosma/models/util.py b/dosma/models/util.py index 55c7310..ac2713c 100644 --- a/dosma/models/util.py +++ b/dosma/models/util.py @@ -1,94 +1,28 @@ """ -Functions for loading Keras models - -@author: Arjun Desai - (C) Stanford University, 2019 +Utility functions common to multiple models and their files. """ -import os -import yaml -from functools import partial -from typing import Sequence - -from dosma.models.oaiunet2d import IWOAIOAIUnet2D, IWOAIOAIUnet2DNormalized, OAIUnet2D -from dosma.models.seg_model import SegModel - -__all__ = ["get_model", "SUPPORTED_MODELS"] - -# Network architectures currently supported -__SUPPORTED_MODELS__ = [OAIUnet2D, IWOAIOAIUnet2D, IWOAIOAIUnet2DNormalized] - -# Initialize supported models for the command line -SUPPORTED_MODELS = [x.ALIASES[0] for x in __SUPPORTED_MODELS__] +import tensorflow as tf -def get_model(model_str, input_shape, weights_path, **kwargs): - """Get a Keras model - :param model_str: model identifier - :param input_shape: tuple or list of tuples for initializing input(s) into Keras model - :param weights_path: filepath to weights used to initialize Keras model - :return: a Keras model +def get_tensor_shape_as_list(x): """ - for m in __SUPPORTED_MODELS__: - if model_str in m.ALIASES or model_str == m.__name__: - return m(input_shape, weights_path, **kwargs) - - raise LookupError("%s model type not supported" % model_str) - - -def model_from_config(cfg_file_or_dict, weights_dir=None, **kwargs) -> SegModel: - """Builds a new model from a config file. - - This function is useful for building models that have similar structure/architecture - to existing models supported in DOSMA, but have different weights and categories. - The config defines what dosma model should be used as a base, what weights should be loaded, - and what are the categories. - - The config file should be a yaml file that has the following keys: - * "DOSMA_MODEL": The base model that exists in DOSMA off of which data should be built. - * "CATEGORIES": The categories that are supposed to be loaded. - * "WEIGHTS_FILE": The basename of (or full path to) weights that should be loaded. - + Get the shape of a tensor as a list + Args: - cfg_file_or_dict (str or dict): The yaml file or dictionary corresponding to the config. - weights_dir (str): The directory where weights are stored. If not specified, assumes - "WEIGHTS_FILE" field in the config is the full path to the weights. - **kwargs: Keyword arguments for base model `__init__` - + x: tf.Tensor or tf.TensorShape or list or tuple + Returns: - SegModel: A segmentation model with appropriate changes to `generate_mask` to produce - the right masks. + list: shape of the tensor + + Notes: This was implemented becuase getting conv.shape was returning a tuple in some versions of tensorflow/keras. + """ - - def _gen_mask(func, *_args, **_kwargs): - out = func(*_args, **_kwargs) - if isinstance(out, dict): - # Assumes that the dict is ordered, which it is for python>=3.6 - out = out.values() - elif not isinstance(out, Sequence): - out = [out] - if not len(categories) == len(out): - raise ValueError("Got {} outputs, but {} categories".format(len(out), len(categories))) - return dict(zip(categories, out)) - - if isinstance(cfg_file_or_dict, str): - with open(cfg_file_or_dict, "r") as f: - cfg = yaml.load(f) - else: - cfg = cfg_file_or_dict - - base_model = cfg["DOSMA_MODEL"] - categories = cfg["CATEGORIES"] - weights = cfg["WEIGHTS_FILE"] - if not os.path.isfile(weights): - assert weights_dir, "`weights_dir` must be specified" - weights = os.path.join(weights_dir, cfg["WEIGHTS_FILE"]) - - try: - model: SegModel = get_model(base_model, weights_path=weights, force_weights=True, **kwargs) - except LookupError as e: - raise LookupError("BASE_MODEL '{}' not supported \n{}".format(base_model, e)) - - # Override generate mask function - model.generate_mask = partial(_gen_mask, model.generate_mask) - - return model + + # # handle different tensorflow/keras versions returning tuple vs. tf.TensorShape + shape_ = x.shape + if isinstance(shape_, list): + return shape_ + elif isinstance(shape_, tuple): + return list(shape_) + elif isinstance(shape_, tf.TensorShape): + return shape_.as_list() \ No newline at end of file diff --git a/tests/models/test_util.py b/tests/models/test_util.py index 49fc312..ecbb4b3 100644 --- a/tests/models/test_util.py +++ b/tests/models/test_util.py @@ -1,6 +1,6 @@ import unittest -from dosma.models import util as m_util +from dosma.models import model_loading_util as m_util class TestUtil(unittest.TestCase): diff --git a/tests/scan_sequences/mri/test_qdess.py b/tests/scan_sequences/mri/test_qdess.py index 5482d55..71a19e0 100644 --- a/tests/scan_sequences/mri/test_qdess.py +++ b/tests/scan_sequences/mri/test_qdess.py @@ -7,7 +7,7 @@ from dosma.core.med_volume import MedicalVolume from dosma.core.quant_vals import QuantitativeValue -from dosma.models.util import get_model +from dosma.models.model_loading_util import get_model from dosma.scan_sequences.mri.qdess import QDess from dosma.tissues.femoral_cartilage import FemoralCartilage From c15a8a4ded4ee224fefd180e75ba9def46d15548 Mon Sep 17 00:00:00 2001 From: Anthony Date: Mon, 19 Aug 2024 12:35:30 -0700 Subject: [PATCH 58/75] Update docs to specify we are not python 3.7+ --- .gitignore | 3 +++ README.md | 2 +- 2 files changed, 4 insertions(+), 1 deletion(-) diff --git a/.gitignore b/.gitignore index 0336a94..5ee133c 100644 --- a/.gitignore +++ b/.gitignore @@ -61,3 +61,6 @@ coverage.xml #nipype logfiles stdout.nipype + +# ignore "scratch" files used for testing / debugging +**/scratch \ No newline at end of file diff --git a/README.md b/README.md index 623731e..9cb8f47 100644 --- a/README.md +++ b/README.md @@ -14,7 +14,7 @@ DOSMA is an AI-powered Python library for medical image analysis. This includes, We hope that this open-source pipeline will be useful for quick anatomy/pathology analysis and will serve as a hub for adding support for analyzing different anatomies and scan sequences. ## Installation -DOSMA requires Python 3.6+. The core module depends on numpy, nibabel, nipype, +DOSMA requires Python 3.7+. The core module depends on numpy, nibabel, nipype, pandas, pydicom, scikit-image, scipy, PyYAML, and tqdm. Additional AI features can be unlocked by installing tensorflow and keras. To From 4b5f3a81476eabfd4bbecf1b21349de9d58fcc77 Mon Sep 17 00:00:00 2001 From: Anthony Date: Mon, 19 Aug 2024 12:47:50 -0700 Subject: [PATCH 59/75] linting --- dosma/cli.py | 2 +- dosma/models/model_loading_util.py | 1 - dosma/models/oaiunet2d.py | 3 +-- dosma/models/util.py | 18 ++++++++++-------- 4 files changed, 12 insertions(+), 12 deletions(-) diff --git a/dosma/cli.py b/dosma/cli.py index 5bfbec4..61fbb67 100644 --- a/dosma/cli.py +++ b/dosma/cli.py @@ -33,8 +33,8 @@ from dosma.core.io.format_io import ImageDataFormat from dosma.core.quant_vals import QuantitativeValueType as QV from dosma.defaults import preferences -from dosma.models.seg_model import SegModel from dosma.models.model_loading_util import SUPPORTED_MODELS, get_model, model_from_config +from dosma.models.seg_model import SegModel from dosma.msk import knee from dosma.scan_sequences.mri.cones import Cones from dosma.scan_sequences.mri.cube_quant import CubeQuant diff --git a/dosma/models/model_loading_util.py b/dosma/models/model_loading_util.py index 444b940..55c7310 100644 --- a/dosma/models/model_loading_util.py +++ b/dosma/models/model_loading_util.py @@ -8,7 +8,6 @@ import yaml from functools import partial from typing import Sequence -import tensorflow as tf from dosma.models.oaiunet2d import IWOAIOAIUnet2D, IWOAIOAIUnet2DNormalized, OAIUnet2D from dosma.models.seg_model import SegModel diff --git a/dosma/models/oaiunet2d.py b/dosma/models/oaiunet2d.py index 87a3ea7..5a919f7 100644 --- a/dosma/models/oaiunet2d.py +++ b/dosma/models/oaiunet2d.py @@ -16,7 +16,6 @@ MaxPooling2D, ) from tensorflow.keras.models import Model - import tensorflow as tf _SUPPORTS_KERAS = True except ImportError: # pragma: no-cover @@ -97,7 +96,7 @@ def __load_keras_model__(self, input_shape, force_weights=False): # Only maxpool till penultimate depth if depth_cnt < depth - 1: - # If size of input is odd, only do a 3x3 max pool + # If size of input is odd, only do a 3x3 max pool shape_ = get_tensor_shape_as_list(conv) xres = shape_[1] diff --git a/dosma/models/util.py b/dosma/models/util.py index ac2713c..12ee7b8 100644 --- a/dosma/models/util.py +++ b/dosma/models/util.py @@ -1,23 +1,25 @@ """ -Utility functions common to multiple models and their files. +Utility functions common to multiple models and their files. """ import tensorflow as tf + def get_tensor_shape_as_list(x): """ Get the shape of a tensor as a list - + Args: x: tf.Tensor or tf.TensorShape or list or tuple - + Returns: list: shape of the tensor - - Notes: This was implemented becuase getting conv.shape was returning a tuple in some versions of tensorflow/keras. - + + Notes: This was implemented becuase getting conv.shape was returning a tuple in some + versions of tensorflow/keras. + """ - + # # handle different tensorflow/keras versions returning tuple vs. tf.TensorShape shape_ = x.shape if isinstance(shape_, list): @@ -25,4 +27,4 @@ def get_tensor_shape_as_list(x): elif isinstance(shape_, tuple): return list(shape_) elif isinstance(shape_, tf.TensorShape): - return shape_.as_list() \ No newline at end of file + return shape_.as_list() From 97bbb31e8e472e1b571f9725d870317dec1c7cc2 Mon Sep 17 00:00:00 2001 From: Anthony Date: Mon, 19 Aug 2024 13:09:41 -0700 Subject: [PATCH 60/75] No codecov for forked repositroy pull request updates - Codecoverage was throwing rate limiting errors and thus failing CI. -https://github.com/ad12/DOSMA/actions/runs/10459944994/job/28965177349#step:7:83 - Therefore, add if statement to no push codecov under these circumstances. --- .github/workflows/ci.yml | 1 + 1 file changed, 1 insertion(+) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 9bbed8e..f86cb7e 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -110,6 +110,7 @@ jobs: make test-cov - name: Upload to codecov.io + if: github.event_name != 'pull_request' || github.event.pull_request.head.repo.full_name == github.repository uses: codecov/codecov-action@v1 with: file: ./coverage.xml From 2063e0c0a350de508cee4c538c3bd029ed3c5a0e Mon Sep 17 00:00:00 2001 From: Anthony Date: Mon, 19 Aug 2024 16:00:32 -0700 Subject: [PATCH 61/75] Update MedicalVolume.to_sitk The current implementation worked somewhat to fix errors with specific image acquisitions, but was somewhat specific to sagittal images. It has now been updated to reformat and then export images to sitk as would be expected for a specific image acquisition type (e.g., sagittal, coronal, axial). Essentially, based on if its sag, ax, or coral, the `mv` will be reformatted. Then, this reformatted image along with the affine/spacing information a new sitk Image will be created. Finally, if the dicom was not collected in this standard orientation, the user can still choose to flip the volume along any of the three axes using boolean flags. New tests were also written to ensure the reformatting is such that the image is roughly what it would be like if SITK itself loaded it. --- dosma/core/med_volume.py | 49 +++++--- tests/core/test_med_volume.py | 212 +++++++++++++++++++++++++++++----- tests/util.py | 2 +- 3 files changed, 221 insertions(+), 42 deletions(-) diff --git a/dosma/core/med_volume.py b/dosma/core/med_volume.py index 4875ba5..7446581 100644 --- a/dosma/core/med_volume.py +++ b/dosma/core/med_volume.py @@ -496,26 +496,33 @@ def to_nib(self): return nib.Nifti1Image(self.A, self.affine.copy()) - def to_sitk(self, vdim: int = None, transpose_inplane: bool = False): + def to_sitk(self, image_orientation: str='sagittal', vdim: int = None, transpose_inplane: bool = False, flip_array_x: bool = False, flip_array_y: bool = False, flip_array_z: bool = False): """Converts to SimpleITK Image. + SimpleITK loads DICOM files as individual slices that get stacked in ``(x, y, z)`` + order where z is the slice dimension and x/y are the in-plane image dimensions. + However, ``sitk.GetArrayFromImage`` returns numpy arrays with the order + ``(z, y, x)``. Converting to a SimpleITK image using ``sitk.GetImagrFromArray`` + also does this conversion (from z, y, x => x, y, z). This has to do with C++ and + numpy memory mapping. To facilitate converting MedicalVolume to SimpleITK Image, + the image_orientation must be specified. Be defauly, we assume sagittal orientation. + SimpleITK Image objects support vector pixel types, which are represented as an extra dimension in numpy arrays. The vector dimension can be specified with ``vdim``. MedicalVolume must be on cpu. Use ``self.cpu()`` to move. - SimpleITK loads DICOM files as individual slices that get stacked in ``(z, x, y)`` - order. Thus, ``sitk.GetArrayFromImage`` returns an array in ``(y, x, z)`` order. - To return a SimpleITK Image that will follow this convention, set - ``transpose_inplace=True``. If you have been using SimpleITK to load DICOM files, - you will likely want to specify this parameter. - Args: + image_orientation (str, optional): The image orientation. Options are + ``"sagittal"``, ``"coronal"``, and ``"axial"``. Default is ``"sagittal"``. vdim (int, optional): The vector dimension. transpose_inplane (bool, optional): If ``True``, transpose inplane axes. Recommended to be ``True`` for users who are familiar with SimpleITK's DICOM loading convention. + flip_array_x (bool, optional): If ``True``, flip array along x-axis. + flip_array_y (bool, optional): If ``True``, flip array along y-axis. + flip_array_z (bool, optional): If ``True``, flip array along z-axis. Returns: SimpleITK.Image @@ -533,6 +540,15 @@ def to_sitk(self, vdim: int = None, transpose_inplane: bool = False): if device != cpu_device: raise RuntimeError(f"MedicalVolume must be on cpu, got {self.device}") + if image_orientation.lower() == "sagittal": + self.reformat(("LR", "SI", "AP"), inplace=True) + elif image_orientation.lower() == "coronal": + self.reformat(("AP", "SI", "RL"), inplace=True) + elif image_orientation.lower() == "axial": + self.reformat(("IS", "AP", "RL"), inplace=True) + else: + raise ValueError(f"Unsupported image orientation: {image_orientation}") + arr = self.volume ndim = arr.ndim @@ -540,21 +556,27 @@ def to_sitk(self, vdim: int = None, transpose_inplane: bool = False): if vdim < 0: vdim = ndim + vdim axes = tuple(i for i in range(ndim) if i != vdim)[::-1] + (vdim,) - else: - axes = range(ndim)[::-1] - arr = np.transpose(arr, axes) + arr = np.transpose(arr, axes) affine = self.affine.copy() affine[:2] = -affine[:2] # RAS+ -> LPS+ + + # Swap columns to adjust from (z, y, x) -> (x, y, z) for SimpleITK + affine[:,:3] = affine[:, [2, 1, 0]] # This swaps the columns - origin = tuple(affine[:3, 3]) - spacing = self.pixel_spacing + # Adjust origin and spacing for SimpleITK's expected order + origin = tuple(affine[:3, 3]) # origin stays the same. + spacing = self.pixel_spacing[::-1] # Swap x, y, z -> z, y, x direction = affine[:3, :3] / np.asarray(spacing) img = sitk.GetImageFromArray(arr, isVector=vdim is not None) img.SetOrigin(origin) img.SetSpacing(spacing) img.SetDirection(tuple(direction.flatten())) + + if any([flip_array_x, flip_array_y, flip_array_z]): + flip_logic = [flip_array_x, flip_array_y, flip_array_z] + img = sitk.Flip(img, flip_logic) if transpose_inplane: pa = sitk.PermuteAxesImageFilter() @@ -997,11 +1019,10 @@ def from_sitk(cls, image, copy=False, transpose_inplane: bool = False) -> "Medic spacing = image.GetSpacing() direction = np.asarray(image.GetDirection()).reshape(-1, 3) - affine = np.zeros((4, 4)) + affine = np.eye(4) affine[:3, :3] = direction * np.asarray(spacing) affine[:3, 3] = origin affine[:2] = -affine[:2] # LPS+ -> RAS+ - affine[3, 3] = 1 return cls(arr, affine) diff --git a/tests/core/test_med_volume.py b/tests/core/test_med_volume.py index b1540ae..722971a 100644 --- a/tests/core/test_med_volume.py +++ b/tests/core/test_med_volume.py @@ -30,6 +30,9 @@ class TestMedicalVolume(unittest.TestCase): ) # ('SI', 'AP', 'LR') _TEMP_PATH = os.path.join(ututils.TEMP_PATH, __name__) + + TO_SITK_RTOL = 1e-4 + TO_SITK_ATOL = 1e-2 @classmethod def setUpClass(cls): @@ -170,35 +173,188 @@ def test_to_nib(self): assert np.all(nib_from_mv.get_fdata() == nib_img.get_fdata()) assert np.all(nib_from_mv.affine == nib_img.affine) - def test_to_sitk(self): - mv = MedicalVolume(np.random.rand(10, 20, 30), self._AFFINE) - filepath = os.path.join(ututils.TEMP_PATH, "med_vol_to_sitk.nii.gz") - NiftiWriter().save(mv, filepath) - - expected = sitk.ReadImage(filepath) - - nr = NiftiReader() - mv = nr.load(filepath) - img = mv.to_sitk() - - assert np.allclose(sitk.GetArrayViewFromImage(img), sitk.GetArrayViewFromImage(expected)) - assert img.GetSize() == mv.shape - assert np.allclose(img.GetOrigin(), expected.GetOrigin()) - assert img.GetSpacing() == img.GetSpacing() - assert img.GetDirection() == expected.GetDirection() + # def test_to_sitk(self): + # mv = MedicalVolume(np.random.rand(10, 20, 30), self._AFFINE) + # filepath = os.path.join(ututils.TEMP_PATH, "med_vol_to_sitk.nii.gz") + # NiftiWriter().save(mv, filepath) + + # expected = sitk.ReadImage(filepath) + + # nr = NiftiReader() + # mv = nr.load(filepath) + # img = mv.to_sitk() + + # assert np.allclose(sitk.GetArrayViewFromImage(img), sitk.GetArrayViewFromImage(expected)) + # assert img.GetSize() == mv.shape + # assert np.allclose(img.GetOrigin(), expected.GetOrigin()) + # assert img.GetSpacing() == img.GetSpacing() + # assert img.GetDirection() == expected.GetDirection() + + # mv = MedicalVolume(np.zeros((10, 20, 1, 3)), affine=self._AFFINE) + # img = mv.to_sitk(vdim=-1) + # assert np.all(sitk.GetArrayViewFromImage(img) == 0) + # assert img.GetSize() == (10, 20, 1) + + # filepath = pydd.get_testdata_file("MR_small.dcm") + # dr = DicomReader(group_by=None) + # mv = dr.load(filepath)[0] + # mv2 = MedicalVolume.from_sitk( + # mv.to_sitk(transpose_inplane=True), copy=True, transpose_inplane=True + # ) + # assert mv2.is_identical(mv) + + # @unittest.skipIf(not ututils.is_data_available(), "unittest data is not available") + def test_to_sitk_dicom_coronal(self): + axis = 'coronal' + cor_folder_names = ['SER00007', '12869311_cor', '12869314_cor'] + + for cor_folder in cor_folder_names: + cor_example_path = ututils.get_scan_dirpath(cor_folder) + + # Load the DICOM data using SimpleITK + reader = sitk.ImageSeriesReader() + dicom_names = reader.GetGDCMSeriesFileNames(cor_example_path, useSeriesDetails=True) + reader.SetFileNames(dicom_names) + expected_image = reader.Execute() + + # Load the DICOM data using DOSMA + dr = DicomReader() + mv = dr.load(cor_example_path, group_by=None)[0] + + # Convert to SimpleITK using the MedicalVolume method + img_sitk = mv.to_sitk(image_orientation=axis, vdim=None, transpose_inplane=False) + + # Assertions to ensure correctness + np.testing.assert_allclose(sitk.GetArrayFromImage(img_sitk), sitk.GetArrayFromImage(expected_image), atol=self.TO_SITK_ATOL, rtol=self.TO_SITK_RTOL) + np.testing.assert_allclose(img_sitk.GetOrigin(), expected_image.GetOrigin(), atol=self.TO_SITK_ATOL, rtol=self.TO_SITK_RTOL) + np.testing.assert_allclose(img_sitk.GetSpacing(), expected_image.GetSpacing(), atol=self.TO_SITK_ATOL, rtol=self.TO_SITK_RTOL) + np.testing.assert_allclose(img_sitk.GetDirection(), expected_image.GetDirection(), atol=self.TO_SITK_ATOL, rtol=self.TO_SITK_RTOL) + + # @unittest.skipIf(not ututils.is_data_available(), "unittest data is not available") + def test_to_sitk_dicom_sagittal(self): + axis = 'sagittal' + sag_folder_names = ['SER00005', '12869310_sag', '15252_Ser10'] + + for sag_folder in sag_folder_names: + sag_example_path = ututils.get_scan_dirpath(sag_folder) + + # Load the DICOM data using SimpleITK + reader = sitk.ImageSeriesReader() + dicom_names = reader.GetGDCMSeriesFileNames(sag_example_path, useSeriesDetails=True) + reader.SetFileNames(dicom_names) + expected_image = reader.Execute() + + # Load the DICOM data using DOSMA + dr = DicomReader() + mv = dr.load(sag_example_path, group_by=None)[0] + + # Convert to SimpleITK using the MedicalVolume method + img_sitk = mv.to_sitk(image_orientation=axis, vdim=None, transpose_inplane=False) + + # Assertions to ensure correctness + np.testing.assert_allclose(img_sitk.GetOrigin(), expected_image.GetOrigin(), atol=self.TO_SITK_ATOL, rtol=self.TO_SITK_RTOL) + np.testing.assert_allclose(img_sitk.GetSpacing(), expected_image.GetSpacing(), atol=self.TO_SITK_ATOL, rtol=self.TO_SITK_RTOL) + np.testing.assert_allclose(img_sitk.GetDirection(), expected_image.GetDirection(), atol=self.TO_SITK_ATOL, rtol=self.TO_SITK_RTOL) + np.testing.assert_allclose(sitk.GetArrayFromImage(img_sitk), sitk.GetArrayFromImage(expected_image), atol=self.TO_SITK_ATOL, rtol=self.TO_SITK_RTOL) + + # @unittest.skipIf(not ututils.is_data_available(), "unittest data is not available") + def test_to_sitk_dicom_axial(self): + axis = 'axial' + ax_folder_names = ['SER00003', '12869304_axial', '12869313_axial'] + + for ax_folder in ax_folder_names: + ax_example_path = ututils.get_scan_dirpath(ax_folder) + + # Load the DICOM data using SimpleITK + reader = sitk.ImageSeriesReader() + dicom_names = reader.GetGDCMSeriesFileNames(ax_example_path, useSeriesDetails=True) + reader.SetFileNames(dicom_names) + expected_image = reader.Execute() + + # Load the DICOM data using DOSMA + dr = DicomReader() + mv = dr.load(ax_example_path, group_by=None)[0] + + # Convert to SimpleITK using the MedicalVolume method + img_sitk = mv.to_sitk(image_orientation=axis, vdim=None, transpose_inplane=False) + + # Assertions to ensure correctness + np.testing.assert_allclose(sitk.GetArrayFromImage(img_sitk), sitk.GetArrayFromImage(expected_image), atol=self.TO_SITK_ATOL, rtol=self.TO_SITK_RTOL) + np.testing.assert_allclose(img_sitk.GetOrigin(), expected_image.GetOrigin(), atol=self.TO_SITK_ATOL, rtol=self.TO_SITK_RTOL) + np.testing.assert_allclose(img_sitk.GetSpacing(), expected_image.GetSpacing(), atol=self.TO_SITK_ATOL, rtol=self.TO_SITK_RTOL) + np.testing.assert_allclose(img_sitk.GetDirection(), expected_image.GetDirection(), atol=self.TO_SITK_ATOL, rtol=self.TO_SITK_RTOL) + + # @unittest.skipIf(not ututils.is_data_available(), "unittest data is not available") + def test_to_sitk_dicom_flipping(self): + path_image = ututils.get_scan_dirpath('15252_Ser10') + + # Load the DICOM data using SimpleITK + reader = sitk.ImageSeriesReader() + dicom_names = reader.GetGDCMSeriesFileNames(path_image, useSeriesDetails=True) + reader.SetFileNames(dicom_names) + expected_image = reader.Execute() - mv = MedicalVolume(np.zeros((10, 20, 1, 3)), affine=self._AFFINE) - img = mv.to_sitk(vdim=-1) - assert np.all(sitk.GetArrayViewFromImage(img) == 0) - assert img.GetSize() == (10, 20, 1) + # Load the DICOM data using DOSMA + dr = DicomReader() + mv = dr.load(path_image, group_by=None)[0] + + # Test all combinations of flipping axes + for flip_array_x in [True, False]: + for flip_array_y in [True, False]: + for flip_array_z in [True, False]: + flip_logic = [flip_array_x, flip_array_y, flip_array_z] + + # Flip the SimpleITK image + sitk_img_flipped = sitk.Flip(expected_image, flip_logic) + + # Convert to SimpleITK using the MedicalVolume method with flipping + mv_to_sitk = mv.to_sitk( + image_orientation='sagittal', + vdim=None, + transpose_inplane=False, + flip_array_x=flip_array_x, + flip_array_y=flip_array_y, + flip_array_z=flip_array_z + ) + + # Assertions to ensure correctness + np.testing.assert_allclose(sitk.GetArrayFromImage(mv_to_sitk), sitk.GetArrayFromImage(sitk_img_flipped), atol=self.TO_SITK_ATOL, rtol=self.TO_SITK_RTOL) + np.testing.assert_allclose(mv_to_sitk.GetOrigin(), sitk_img_flipped.GetOrigin(), atol=self.TO_SITK_ATOL, rtol=self.TO_SITK_RTOL) + np.testing.assert_allclose(mv_to_sitk.GetSpacing(), sitk_img_flipped.GetSpacing(), atol=self.TO_SITK_ATOL, rtol=self.TO_SITK_RTOL) + np.testing.assert_allclose(mv_to_sitk.GetDirection(), sitk_img_flipped.GetDirection(), atol=self.TO_SITK_ATOL, rtol=self.TO_SITK_RTOL) + + # @unittest.skipIf(not ututils.is_data_available(), "unittest data is not available") + def test_to_sitk_dicom_inplane_rotation(self): + path_image = ututils.get_scan_dirpath('15252_Ser10') + + # Load the DICOM data using SimpleITK + reader = sitk.ImageSeriesReader() + dicom_names = reader.GetGDCMSeriesFileNames(path_image, useSeriesDetails=True) + reader.SetFileNames(dicom_names) + expected_image = reader.Execute() - filepath = pydd.get_testdata_file("MR_small.dcm") - dr = DicomReader(group_by=None) - mv = dr.load(filepath)[0] - mv2 = MedicalVolume.from_sitk( - mv.to_sitk(transpose_inplane=True), copy=True, transpose_inplane=True + # Load the DICOM data using DOSMA + dr = DicomReader() + mv = dr.load(path_image, group_by=None)[0] + + # Perform in-plane rotation on the SimpleITK image + sitk_img_rotated = sitk.PermuteAxes(expected_image, [1, 0, 2]) + + # Convert to SimpleITK using the MedicalVolume method with in-plane rotation + mv_to_sitk = mv.to_sitk( + image_orientation='sagittal', + vdim=None, + transpose_inplane=True, + flip_array_x=False, + flip_array_y=False, + flip_array_z=False ) - assert mv2.is_identical(mv) + + # Assertions to ensure correctness + np.testing.assert_allclose(sitk.GetArrayFromImage(mv_to_sitk), sitk.GetArrayFromImage(sitk_img_rotated), atol=self.TO_SITK_ATOL, rtol=self.TO_SITK_RTOL) + np.testing.assert_allclose(mv_to_sitk.GetOrigin(), sitk_img_rotated.GetOrigin(), atol=self.TO_SITK_ATOL, rtol=self.TO_SITK_RTOL) + np.testing.assert_allclose(mv_to_sitk.GetSpacing(), sitk_img_rotated.GetSpacing(), atol=self.TO_SITK_ATOL, rtol=self.TO_SITK_RTOL) + np.testing.assert_allclose(mv_to_sitk.GetDirection(), sitk_img_rotated.GetDirection(), atol=self.TO_SITK_ATOL, rtol=self.TO_SITK_RTOL) @unittest.skipIf(not ututils.is_data_available(), "unittest data is not available") def test_to_from_sitk_dicom_convention(self): @@ -214,7 +370,9 @@ def test_to_from_sitk_dicom_convention(self): reader.SetFileNames(dicom_names) sitk_image = reader.Execute() - sitk_from_mv = mv.to_sitk(transpose_inplane=True) + # got rid of transpose below - this is not needed if properly using the orientation + # method now. + sitk_from_mv = mv.to_sitk(image_orientation='sagittal', transpose_inplane=False) img, expected = sitk_from_mv, sitk_image assert np.allclose(sitk.GetArrayViewFromImage(img), sitk.GetArrayViewFromImage(expected)) assert img.GetSize() == mv.shape diff --git a/tests/util.py b/tests/util.py index 9c09430..95285fe 100644 --- a/tests/util.py +++ b/tests/util.py @@ -30,7 +30,7 @@ UNITTEST_SCANDATA_PATH, f"temp-{str(uuid.uuid1())}-{str(uuid.uuid4())}" ) # should be used when for writing with assert_raises clauses -SCANS = ["qdess", "mapss", "cubequant", "cones"] +SCANS = ["qdess", "mapss", "cubequant", "cones", "15252_Ser10", '12869304_axial', '12869310_sag', '12869311_cor', '12869313_axial', '12869314_cor', 'MTR_051', 'SER00003', 'SER00005', 'SER00007'] SCANS_INFO = { "mapss": {"expected_num_echos": 7}, "qdess": {"expected_num_echos": 2}, From ac65e6233abe760804e6887a47c34aaf7b5f8d2d Mon Sep 17 00:00:00 2001 From: Anthony Date: Mon, 19 Aug 2024 16:02:50 -0700 Subject: [PATCH 62/75] Linting --- dosma/core/med_volume.py | 28 +++-- tests/core/test_med_volume.py | 195 ++++++++++++++++++++++++++-------- tests/util.py | 17 ++- 3 files changed, 182 insertions(+), 58 deletions(-) diff --git a/dosma/core/med_volume.py b/dosma/core/med_volume.py index 7446581..3a093b3 100644 --- a/dosma/core/med_volume.py +++ b/dosma/core/med_volume.py @@ -496,7 +496,15 @@ def to_nib(self): return nib.Nifti1Image(self.A, self.affine.copy()) - def to_sitk(self, image_orientation: str='sagittal', vdim: int = None, transpose_inplane: bool = False, flip_array_x: bool = False, flip_array_y: bool = False, flip_array_z: bool = False): + def to_sitk( + self, + image_orientation: str = "sagittal", + vdim: int = None, + transpose_inplane: bool = False, + flip_array_x: bool = False, + flip_array_y: bool = False, + flip_array_z: bool = False, + ): """Converts to SimpleITK Image. SimpleITK loads DICOM files as individual slices that get stacked in ``(x, y, z)`` @@ -504,9 +512,9 @@ def to_sitk(self, image_orientation: str='sagittal', vdim: int = None, transpose However, ``sitk.GetArrayFromImage`` returns numpy arrays with the order ``(z, y, x)``. Converting to a SimpleITK image using ``sitk.GetImagrFromArray`` also does this conversion (from z, y, x => x, y, z). This has to do with C++ and - numpy memory mapping. To facilitate converting MedicalVolume to SimpleITK Image, + numpy memory mapping. To facilitate converting MedicalVolume to SimpleITK Image, the image_orientation must be specified. Be defauly, we assume sagittal orientation. - + SimpleITK Image objects support vector pixel types, which are represented as an extra dimension in numpy arrays. The vector dimension can be specified with ``vdim``. @@ -548,7 +556,7 @@ def to_sitk(self, image_orientation: str='sagittal', vdim: int = None, transpose self.reformat(("IS", "AP", "RL"), inplace=True) else: raise ValueError(f"Unsupported image orientation: {image_orientation}") - + arr = self.volume ndim = arr.ndim @@ -560,23 +568,23 @@ def to_sitk(self, image_orientation: str='sagittal', vdim: int = None, transpose affine = self.affine.copy() affine[:2] = -affine[:2] # RAS+ -> LPS+ - + # Swap columns to adjust from (z, y, x) -> (x, y, z) for SimpleITK - affine[:,:3] = affine[:, [2, 1, 0]] # This swaps the columns + affine[:, :3] = affine[:, [2, 1, 0]] # This swaps the columns # Adjust origin and spacing for SimpleITK's expected order - origin = tuple(affine[:3, 3]) # origin stays the same. - spacing = self.pixel_spacing[::-1] # Swap x, y, z -> z, y, x + origin = tuple(affine[:3, 3]) # origin stays the same. + spacing = self.pixel_spacing[::-1] # Swap x, y, z -> z, y, x direction = affine[:3, :3] / np.asarray(spacing) img = sitk.GetImageFromArray(arr, isVector=vdim is not None) img.SetOrigin(origin) img.SetSpacing(spacing) img.SetDirection(tuple(direction.flatten())) - + if any([flip_array_x, flip_array_y, flip_array_z]): flip_logic = [flip_array_x, flip_array_y, flip_array_z] - img = sitk.Flip(img, flip_logic) + img = sitk.Flip(img, flip_logic) if transpose_inplane: pa = sitk.PermuteAxesImageFilter() diff --git a/tests/core/test_med_volume.py b/tests/core/test_med_volume.py index 722971a..abda60d 100644 --- a/tests/core/test_med_volume.py +++ b/tests/core/test_med_volume.py @@ -6,7 +6,8 @@ import nibabel as nib import nibabel.testing as nib_testing import numpy as np -import pydicom.data as pydd + +# import pydicom.data as pydd import SimpleITK as sitk from dosma.core.device import Device @@ -30,7 +31,7 @@ class TestMedicalVolume(unittest.TestCase): ) # ('SI', 'AP', 'LR') _TEMP_PATH = os.path.join(ututils.TEMP_PATH, __name__) - + TO_SITK_RTOL = 1e-4 TO_SITK_ATOL = 1e-2 @@ -202,11 +203,11 @@ def test_to_nib(self): # mv.to_sitk(transpose_inplane=True), copy=True, transpose_inplane=True # ) # assert mv2.is_identical(mv) - + # @unittest.skipIf(not ututils.is_data_available(), "unittest data is not available") def test_to_sitk_dicom_coronal(self): - axis = 'coronal' - cor_folder_names = ['SER00007', '12869311_cor', '12869314_cor'] + axis = "coronal" + cor_folder_names = ["SER00007", "12869311_cor", "12869314_cor"] for cor_folder in cor_folder_names: cor_example_path = ututils.get_scan_dirpath(cor_folder) @@ -215,25 +216,45 @@ def test_to_sitk_dicom_coronal(self): reader = sitk.ImageSeriesReader() dicom_names = reader.GetGDCMSeriesFileNames(cor_example_path, useSeriesDetails=True) reader.SetFileNames(dicom_names) - expected_image = reader.Execute() - + expected_image = reader.Execute() + # Load the DICOM data using DOSMA dr = DicomReader() - mv = dr.load(cor_example_path, group_by=None)[0] + mv = dr.load(cor_example_path, group_by=None)[0] # Convert to SimpleITK using the MedicalVolume method img_sitk = mv.to_sitk(image_orientation=axis, vdim=None, transpose_inplane=False) - + # Assertions to ensure correctness - np.testing.assert_allclose(sitk.GetArrayFromImage(img_sitk), sitk.GetArrayFromImage(expected_image), atol=self.TO_SITK_ATOL, rtol=self.TO_SITK_RTOL) - np.testing.assert_allclose(img_sitk.GetOrigin(), expected_image.GetOrigin(), atol=self.TO_SITK_ATOL, rtol=self.TO_SITK_RTOL) - np.testing.assert_allclose(img_sitk.GetSpacing(), expected_image.GetSpacing(), atol=self.TO_SITK_ATOL, rtol=self.TO_SITK_RTOL) - np.testing.assert_allclose(img_sitk.GetDirection(), expected_image.GetDirection(), atol=self.TO_SITK_ATOL, rtol=self.TO_SITK_RTOL) - + np.testing.assert_allclose( + sitk.GetArrayFromImage(img_sitk), + sitk.GetArrayFromImage(expected_image), + atol=self.TO_SITK_ATOL, + rtol=self.TO_SITK_RTOL, + ) + np.testing.assert_allclose( + img_sitk.GetOrigin(), + expected_image.GetOrigin(), + atol=self.TO_SITK_ATOL, + rtol=self.TO_SITK_RTOL, + ) + np.testing.assert_allclose( + img_sitk.GetSpacing(), + expected_image.GetSpacing(), + atol=self.TO_SITK_ATOL, + rtol=self.TO_SITK_RTOL, + ) + np.testing.assert_allclose( + img_sitk.GetDirection(), + expected_image.GetDirection(), + atol=self.TO_SITK_ATOL, + rtol=self.TO_SITK_RTOL, + ) + # @unittest.skipIf(not ututils.is_data_available(), "unittest data is not available") def test_to_sitk_dicom_sagittal(self): - axis = 'sagittal' - sag_folder_names = ['SER00005', '12869310_sag', '15252_Ser10'] + axis = "sagittal" + sag_folder_names = ["SER00005", "12869310_sag", "15252_Ser10"] for sag_folder in sag_folder_names: sag_example_path = ututils.get_scan_dirpath(sag_folder) @@ -242,25 +263,45 @@ def test_to_sitk_dicom_sagittal(self): reader = sitk.ImageSeriesReader() dicom_names = reader.GetGDCMSeriesFileNames(sag_example_path, useSeriesDetails=True) reader.SetFileNames(dicom_names) - expected_image = reader.Execute() + expected_image = reader.Execute() # Load the DICOM data using DOSMA dr = DicomReader() - mv = dr.load(sag_example_path, group_by=None)[0] + mv = dr.load(sag_example_path, group_by=None)[0] # Convert to SimpleITK using the MedicalVolume method img_sitk = mv.to_sitk(image_orientation=axis, vdim=None, transpose_inplane=False) # Assertions to ensure correctness - np.testing.assert_allclose(img_sitk.GetOrigin(), expected_image.GetOrigin(), atol=self.TO_SITK_ATOL, rtol=self.TO_SITK_RTOL) - np.testing.assert_allclose(img_sitk.GetSpacing(), expected_image.GetSpacing(), atol=self.TO_SITK_ATOL, rtol=self.TO_SITK_RTOL) - np.testing.assert_allclose(img_sitk.GetDirection(), expected_image.GetDirection(), atol=self.TO_SITK_ATOL, rtol=self.TO_SITK_RTOL) - np.testing.assert_allclose(sitk.GetArrayFromImage(img_sitk), sitk.GetArrayFromImage(expected_image), atol=self.TO_SITK_ATOL, rtol=self.TO_SITK_RTOL) + np.testing.assert_allclose( + img_sitk.GetOrigin(), + expected_image.GetOrigin(), + atol=self.TO_SITK_ATOL, + rtol=self.TO_SITK_RTOL, + ) + np.testing.assert_allclose( + img_sitk.GetSpacing(), + expected_image.GetSpacing(), + atol=self.TO_SITK_ATOL, + rtol=self.TO_SITK_RTOL, + ) + np.testing.assert_allclose( + img_sitk.GetDirection(), + expected_image.GetDirection(), + atol=self.TO_SITK_ATOL, + rtol=self.TO_SITK_RTOL, + ) + np.testing.assert_allclose( + sitk.GetArrayFromImage(img_sitk), + sitk.GetArrayFromImage(expected_image), + atol=self.TO_SITK_ATOL, + rtol=self.TO_SITK_RTOL, + ) # @unittest.skipIf(not ututils.is_data_available(), "unittest data is not available") def test_to_sitk_dicom_axial(self): - axis = 'axial' - ax_folder_names = ['SER00003', '12869304_axial', '12869313_axial'] + axis = "axial" + ax_folder_names = ["SER00003", "12869304_axial", "12869313_axial"] for ax_folder in ax_folder_names: ax_example_path = ututils.get_scan_dirpath(ax_folder) @@ -269,24 +310,44 @@ def test_to_sitk_dicom_axial(self): reader = sitk.ImageSeriesReader() dicom_names = reader.GetGDCMSeriesFileNames(ax_example_path, useSeriesDetails=True) reader.SetFileNames(dicom_names) - expected_image = reader.Execute() + expected_image = reader.Execute() # Load the DICOM data using DOSMA dr = DicomReader() - mv = dr.load(ax_example_path, group_by=None)[0] + mv = dr.load(ax_example_path, group_by=None)[0] # Convert to SimpleITK using the MedicalVolume method img_sitk = mv.to_sitk(image_orientation=axis, vdim=None, transpose_inplane=False) # Assertions to ensure correctness - np.testing.assert_allclose(sitk.GetArrayFromImage(img_sitk), sitk.GetArrayFromImage(expected_image), atol=self.TO_SITK_ATOL, rtol=self.TO_SITK_RTOL) - np.testing.assert_allclose(img_sitk.GetOrigin(), expected_image.GetOrigin(), atol=self.TO_SITK_ATOL, rtol=self.TO_SITK_RTOL) - np.testing.assert_allclose(img_sitk.GetSpacing(), expected_image.GetSpacing(), atol=self.TO_SITK_ATOL, rtol=self.TO_SITK_RTOL) - np.testing.assert_allclose(img_sitk.GetDirection(), expected_image.GetDirection(), atol=self.TO_SITK_ATOL, rtol=self.TO_SITK_RTOL) - + np.testing.assert_allclose( + sitk.GetArrayFromImage(img_sitk), + sitk.GetArrayFromImage(expected_image), + atol=self.TO_SITK_ATOL, + rtol=self.TO_SITK_RTOL, + ) + np.testing.assert_allclose( + img_sitk.GetOrigin(), + expected_image.GetOrigin(), + atol=self.TO_SITK_ATOL, + rtol=self.TO_SITK_RTOL, + ) + np.testing.assert_allclose( + img_sitk.GetSpacing(), + expected_image.GetSpacing(), + atol=self.TO_SITK_ATOL, + rtol=self.TO_SITK_RTOL, + ) + np.testing.assert_allclose( + img_sitk.GetDirection(), + expected_image.GetDirection(), + atol=self.TO_SITK_ATOL, + rtol=self.TO_SITK_RTOL, + ) + # @unittest.skipIf(not ututils.is_data_available(), "unittest data is not available") def test_to_sitk_dicom_flipping(self): - path_image = ututils.get_scan_dirpath('15252_Ser10') + path_image = ututils.get_scan_dirpath("15252_Ser10") # Load the DICOM data using SimpleITK reader = sitk.ImageSeriesReader() @@ -309,23 +370,43 @@ def test_to_sitk_dicom_flipping(self): # Convert to SimpleITK using the MedicalVolume method with flipping mv_to_sitk = mv.to_sitk( - image_orientation='sagittal', + image_orientation="sagittal", vdim=None, transpose_inplane=False, flip_array_x=flip_array_x, flip_array_y=flip_array_y, - flip_array_z=flip_array_z + flip_array_z=flip_array_z, ) # Assertions to ensure correctness - np.testing.assert_allclose(sitk.GetArrayFromImage(mv_to_sitk), sitk.GetArrayFromImage(sitk_img_flipped), atol=self.TO_SITK_ATOL, rtol=self.TO_SITK_RTOL) - np.testing.assert_allclose(mv_to_sitk.GetOrigin(), sitk_img_flipped.GetOrigin(), atol=self.TO_SITK_ATOL, rtol=self.TO_SITK_RTOL) - np.testing.assert_allclose(mv_to_sitk.GetSpacing(), sitk_img_flipped.GetSpacing(), atol=self.TO_SITK_ATOL, rtol=self.TO_SITK_RTOL) - np.testing.assert_allclose(mv_to_sitk.GetDirection(), sitk_img_flipped.GetDirection(), atol=self.TO_SITK_ATOL, rtol=self.TO_SITK_RTOL) + np.testing.assert_allclose( + sitk.GetArrayFromImage(mv_to_sitk), + sitk.GetArrayFromImage(sitk_img_flipped), + atol=self.TO_SITK_ATOL, + rtol=self.TO_SITK_RTOL, + ) + np.testing.assert_allclose( + mv_to_sitk.GetOrigin(), + sitk_img_flipped.GetOrigin(), + atol=self.TO_SITK_ATOL, + rtol=self.TO_SITK_RTOL, + ) + np.testing.assert_allclose( + mv_to_sitk.GetSpacing(), + sitk_img_flipped.GetSpacing(), + atol=self.TO_SITK_ATOL, + rtol=self.TO_SITK_RTOL, + ) + np.testing.assert_allclose( + mv_to_sitk.GetDirection(), + sitk_img_flipped.GetDirection(), + atol=self.TO_SITK_ATOL, + rtol=self.TO_SITK_RTOL, + ) # @unittest.skipIf(not ututils.is_data_available(), "unittest data is not available") def test_to_sitk_dicom_inplane_rotation(self): - path_image = ututils.get_scan_dirpath('15252_Ser10') + path_image = ututils.get_scan_dirpath("15252_Ser10") # Load the DICOM data using SimpleITK reader = sitk.ImageSeriesReader() @@ -342,19 +423,39 @@ def test_to_sitk_dicom_inplane_rotation(self): # Convert to SimpleITK using the MedicalVolume method with in-plane rotation mv_to_sitk = mv.to_sitk( - image_orientation='sagittal', + image_orientation="sagittal", vdim=None, transpose_inplane=True, flip_array_x=False, flip_array_y=False, - flip_array_z=False + flip_array_z=False, ) # Assertions to ensure correctness - np.testing.assert_allclose(sitk.GetArrayFromImage(mv_to_sitk), sitk.GetArrayFromImage(sitk_img_rotated), atol=self.TO_SITK_ATOL, rtol=self.TO_SITK_RTOL) - np.testing.assert_allclose(mv_to_sitk.GetOrigin(), sitk_img_rotated.GetOrigin(), atol=self.TO_SITK_ATOL, rtol=self.TO_SITK_RTOL) - np.testing.assert_allclose(mv_to_sitk.GetSpacing(), sitk_img_rotated.GetSpacing(), atol=self.TO_SITK_ATOL, rtol=self.TO_SITK_RTOL) - np.testing.assert_allclose(mv_to_sitk.GetDirection(), sitk_img_rotated.GetDirection(), atol=self.TO_SITK_ATOL, rtol=self.TO_SITK_RTOL) + np.testing.assert_allclose( + sitk.GetArrayFromImage(mv_to_sitk), + sitk.GetArrayFromImage(sitk_img_rotated), + atol=self.TO_SITK_ATOL, + rtol=self.TO_SITK_RTOL, + ) + np.testing.assert_allclose( + mv_to_sitk.GetOrigin(), + sitk_img_rotated.GetOrigin(), + atol=self.TO_SITK_ATOL, + rtol=self.TO_SITK_RTOL, + ) + np.testing.assert_allclose( + mv_to_sitk.GetSpacing(), + sitk_img_rotated.GetSpacing(), + atol=self.TO_SITK_ATOL, + rtol=self.TO_SITK_RTOL, + ) + np.testing.assert_allclose( + mv_to_sitk.GetDirection(), + sitk_img_rotated.GetDirection(), + atol=self.TO_SITK_ATOL, + rtol=self.TO_SITK_RTOL, + ) @unittest.skipIf(not ututils.is_data_available(), "unittest data is not available") def test_to_from_sitk_dicom_convention(self): @@ -371,8 +472,8 @@ def test_to_from_sitk_dicom_convention(self): sitk_image = reader.Execute() # got rid of transpose below - this is not needed if properly using the orientation - # method now. - sitk_from_mv = mv.to_sitk(image_orientation='sagittal', transpose_inplane=False) + # method now. + sitk_from_mv = mv.to_sitk(image_orientation="sagittal", transpose_inplane=False) img, expected = sitk_from_mv, sitk_image assert np.allclose(sitk.GetArrayViewFromImage(img), sitk.GetArrayViewFromImage(expected)) assert img.GetSize() == mv.shape diff --git a/tests/util.py b/tests/util.py index 95285fe..7e62149 100644 --- a/tests/util.py +++ b/tests/util.py @@ -30,7 +30,22 @@ UNITTEST_SCANDATA_PATH, f"temp-{str(uuid.uuid1())}-{str(uuid.uuid4())}" ) # should be used when for writing with assert_raises clauses -SCANS = ["qdess", "mapss", "cubequant", "cones", "15252_Ser10", '12869304_axial', '12869310_sag', '12869311_cor', '12869313_axial', '12869314_cor', 'MTR_051', 'SER00003', 'SER00005', 'SER00007'] +SCANS = [ + "qdess", + "mapss", + "cubequant", + "cones", + "15252_Ser10", + "12869304_axial", + "12869310_sag", + "12869311_cor", + "12869313_axial", + "12869314_cor", + "MTR_051", + "SER00003", + "SER00005", + "SER00007", +] SCANS_INFO = { "mapss": {"expected_num_echos": 7}, "qdess": {"expected_num_echos": 2}, From 7596c2d714eeaf2c769abf86d6d45964527b42f1 Mon Sep 17 00:00:00 2001 From: Anthony Date: Mon, 19 Aug 2024 16:17:57 -0700 Subject: [PATCH 63/75] Update new sitk tests to use dicom data - thus not to run if data not available. --- tests/core/test_med_volume.py | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/tests/core/test_med_volume.py b/tests/core/test_med_volume.py index abda60d..6a4e5e8 100644 --- a/tests/core/test_med_volume.py +++ b/tests/core/test_med_volume.py @@ -204,7 +204,7 @@ def test_to_nib(self): # ) # assert mv2.is_identical(mv) - # @unittest.skipIf(not ututils.is_data_available(), "unittest data is not available") + @unittest.skipIf(not ututils.is_data_available(), "unittest data is not available") def test_to_sitk_dicom_coronal(self): axis = "coronal" cor_folder_names = ["SER00007", "12869311_cor", "12869314_cor"] @@ -251,7 +251,7 @@ def test_to_sitk_dicom_coronal(self): rtol=self.TO_SITK_RTOL, ) - # @unittest.skipIf(not ututils.is_data_available(), "unittest data is not available") + @unittest.skipIf(not ututils.is_data_available(), "unittest data is not available") def test_to_sitk_dicom_sagittal(self): axis = "sagittal" sag_folder_names = ["SER00005", "12869310_sag", "15252_Ser10"] @@ -298,7 +298,7 @@ def test_to_sitk_dicom_sagittal(self): rtol=self.TO_SITK_RTOL, ) - # @unittest.skipIf(not ututils.is_data_available(), "unittest data is not available") + @unittest.skipIf(not ututils.is_data_available(), "unittest data is not available") def test_to_sitk_dicom_axial(self): axis = "axial" ax_folder_names = ["SER00003", "12869304_axial", "12869313_axial"] @@ -345,7 +345,7 @@ def test_to_sitk_dicom_axial(self): rtol=self.TO_SITK_RTOL, ) - # @unittest.skipIf(not ututils.is_data_available(), "unittest data is not available") + @unittest.skipIf(not ututils.is_data_available(), "unittest data is not available") def test_to_sitk_dicom_flipping(self): path_image = ututils.get_scan_dirpath("15252_Ser10") @@ -404,7 +404,7 @@ def test_to_sitk_dicom_flipping(self): rtol=self.TO_SITK_RTOL, ) - # @unittest.skipIf(not ututils.is_data_available(), "unittest data is not available") + @unittest.skipIf(not ututils.is_data_available(), "unittest data is not available") def test_to_sitk_dicom_inplane_rotation(self): path_image = ututils.get_scan_dirpath("15252_Ser10") From c22282346657cf6c8e17ca172d7893685dbfc289 Mon Sep 17 00:00:00 2001 From: Anthony Gatt Date: Thu, 3 Oct 2024 15:58:13 -0700 Subject: [PATCH 64/75] Updating DESS T2 to not require Tg & GlArea. This is based on a simplification of equations 6/7 of the original Sveinsson et al. paper "A Simple Analytic Method for Estimating T2 in the Knee from DESS". This is required because the new Mensa product sequence does not store these header fields. --- dosma/scan_sequences/mri/qdess.py | 71 ++++++++++++++++++++++--------- 1 file changed, 50 insertions(+), 21 deletions(-) diff --git a/dosma/scan_sequences/mri/qdess.py b/dosma/scan_sequences/mri/qdess.py index b436d19..3e228e9 100644 --- a/dosma/scan_sequences/mri/qdess.py +++ b/dosma/scan_sequences/mri/qdess.py @@ -118,6 +118,7 @@ def generate_t2_map( nan_bounds: Tuple[float, float] = (0, 100), nan_to_num: float = 0.0, decimals: int = 1, + spoiling: bool = True, ): """Generate 3D T2 map. @@ -158,6 +159,8 @@ def generate_t2_map( will not be replaced. decimals (int): Number of decimal places to round to. If ``None``, values will not be rounded. + spoiling (bool, optional): If ``True``, use spoiling parameters from dicom headers. + If ``False``, assume low-spoiling and use alternative equations. Returns: qv.T2: T2 fit map. @@ -170,9 +173,15 @@ def generate_t2_map( self.get_metadata(self.__GL_AREA_TAG__, gl_area) is None or self.get_metadata(self.__TG_TAG__, tg) is None ): - raise ValueError( - "Dicom headers do not contain tags for `gl_area` and `tg`. Please input manually" + # warning that spoiling parameters are not found in the dicom headers + warnings.warn( + "Dicom headers do not contain tags for `gl_area` and `tg`. " + + "Assuming low-spoiling, and thus dropping these parameters in " + + "The T2 fit. See: Sveinsson et al. " + + "A Simple Analytic Method for Estimating T2 in the Knee from DESS" + + "equations 6 & 7." ) + spoiling = False xp = self.volumes[0].device.xp ref_dicom = self.ref_dicom if self.ref_dicom is not None else pydicom.Dataset() @@ -187,8 +196,18 @@ def generate_t2_map( # All timing in seconds TR = (float(ref_dicom.RepetitionTime) if tr is None else tr) * 1e-3 TE = (float(ref_dicom.EchoTime) if te is None else te) * 1e-3 - Tg = (float(ref_dicom[self.__TG_TAG__].value) if tg is None else tg) * 1e-6 T1 = (float(tissue.T1_EXPECTED) if t1 is None else t1) * 1e-3 + Tg = (float(ref_dicom[self.__TG_TAG__].value) if tg is None else tg) * 1e-6 + GlArea = float(ref_dicom[self.__GL_AREA_TAG__].value) if gl_area is None else gl_area + if (Tg == 0) or (GlArea == 0): + warnings.warn( + "Dicom headers do not contain tags for `gl_area` and `tg`. " + + "Assuming low-spoiling, and thus dropping these parameters in " + + "The T2 fit. See: Sveinsson et al. " + + "A Simple Analytic Method for Estimating T2 in the Knee from DESS" + + "equations 6 & 7." + ) + spoiling = False # Flip Angle (degree -> radians) alpha = float(ref_dicom.FlipAngle) if alpha is None else alpha @@ -196,30 +215,40 @@ def generate_t2_map( if np.allclose(math.sin(alpha / 2), 0): warnings.warn("sin(flip angle) is close to 0 - t2 map may fail.", stacklevel=2) - GlArea = float(ref_dicom[self.__GL_AREA_TAG__].value) if gl_area is None else gl_area - - Gl = GlArea / (Tg * 1e6) * 100 - gamma = 4258 * 2 * math.pi # Gamma, Rad / (G * s). - dkL = gamma * Gl * Tg - - # Simply math - k = ( - xp.power((xp.sin(alpha / 2)), 2) - * (1 + xp.exp(-TR / T1 - TR * xp.power(dkL, 2) * diffusivity)) - / (1 - xp.cos(alpha) * xp.exp(-TR / T1 - TR * xp.power(dkL, 2) * diffusivity)) - ) - - c1 = (TR - Tg / 3) * (xp.power(dkL, 2)) * diffusivity - - # T2 fit mask = xp.ones([r, c, num_slices]) ratio = mask * echo_2 / echo_1 ratio = xp.nan_to_num(ratio) + + if spoiling: + + + Gl = GlArea / (Tg * 1e6) * 100 + gamma = 4258 * 2 * math.pi # Gamma, Rad / (G * s). + dkL = gamma * Gl * Tg + + # Simply math + k = ( + xp.power((xp.sin(alpha / 2)), 2) + * (1 + xp.exp(-TR / T1 - TR * xp.power(dkL, 2) * diffusivity)) + / (1 - xp.cos(alpha) * xp.exp(-TR / T1 - TR * xp.power(dkL, 2) * diffusivity)) + ) - # have to divide division into steps to avoid overflow error + c1 = (TR - Tg / 3) * (xp.power(dkL, 2)) * diffusivity + + + + else: + # T2 fit + k = ( + xp.power((xp.sin(alpha / 2)), 2) + * (1 + xp.exp(-TR / T1)) + / (1 - xp.cos(alpha) * xp.exp(-TR / T1)) + ) + c1 = 0 + + # have to divide division into steps to avoid overflow error t2map = -2000 * (TR - TE) / (xp.log(abs(ratio) / k) + c1) - t2map = xp.nan_to_num(t2map) # Filter calculated T2 values that are below 0ms and over 100ms From ac3752630b26a317d4d922faeeb715b385d02bc5 Mon Sep 17 00:00:00 2001 From: Anthony Gatt Date: Thu, 3 Oct 2024 15:58:53 -0700 Subject: [PATCH 65/75] Updating DESS T2 to not require Tg & GlArea. This is based on a simplification of equations 6/7 of the original Sveinsson et al. paper "A Simple Analytic Method for Estimating T2 in the Knee from DESS". This is required because the new Mensa product sequence does not store these header fields. --- dosma/scan_sequences/mri/qdess.py | 69 ++++++++++++++++++++++--------- 1 file changed, 49 insertions(+), 20 deletions(-) diff --git a/dosma/scan_sequences/mri/qdess.py b/dosma/scan_sequences/mri/qdess.py index b436d19..339c963 100644 --- a/dosma/scan_sequences/mri/qdess.py +++ b/dosma/scan_sequences/mri/qdess.py @@ -118,6 +118,7 @@ def generate_t2_map( nan_bounds: Tuple[float, float] = (0, 100), nan_to_num: float = 0.0, decimals: int = 1, + spoiling: bool = True, ): """Generate 3D T2 map. @@ -158,6 +159,8 @@ def generate_t2_map( will not be replaced. decimals (int): Number of decimal places to round to. If ``None``, values will not be rounded. + spoiling (bool, optional): If ``True``, use spoiling parameters from dicom headers. + If ``False``, assume low-spoiling and use alternative equations. Returns: qv.T2: T2 fit map. @@ -170,9 +173,15 @@ def generate_t2_map( self.get_metadata(self.__GL_AREA_TAG__, gl_area) is None or self.get_metadata(self.__TG_TAG__, tg) is None ): - raise ValueError( - "Dicom headers do not contain tags for `gl_area` and `tg`. Please input manually" + # warning that spoiling parameters are not found in the dicom headers + warnings.warn( + "Dicom headers do not contain tags for `gl_area` and `tg`. " + + "Assuming low-spoiling, and thus dropping these parameters in " + + "The T2 fit. See: Sveinsson et al. " + + "A Simple Analytic Method for Estimating T2 in the Knee from DESS" + + "equations 6 & 7." ) + spoiling = False xp = self.volumes[0].device.xp ref_dicom = self.ref_dicom if self.ref_dicom is not None else pydicom.Dataset() @@ -187,8 +196,18 @@ def generate_t2_map( # All timing in seconds TR = (float(ref_dicom.RepetitionTime) if tr is None else tr) * 1e-3 TE = (float(ref_dicom.EchoTime) if te is None else te) * 1e-3 - Tg = (float(ref_dicom[self.__TG_TAG__].value) if tg is None else tg) * 1e-6 T1 = (float(tissue.T1_EXPECTED) if t1 is None else t1) * 1e-3 + Tg = (float(ref_dicom[self.__TG_TAG__].value) if tg is None else tg) * 1e-6 + GlArea = float(ref_dicom[self.__GL_AREA_TAG__].value) if gl_area is None else gl_area + if (Tg == 0) or (GlArea == 0): + warnings.warn( + "Dicom headers do not contain tags for `gl_area` and `tg`. " + + "Assuming low-spoiling, and thus dropping these parameters in " + + "The T2 fit. See: Sveinsson et al. " + + "A Simple Analytic Method for Estimating T2 in the Knee from DESS" + + "equations 6 & 7." + ) + spoiling = False # Flip Angle (degree -> radians) alpha = float(ref_dicom.FlipAngle) if alpha is None else alpha @@ -196,30 +215,40 @@ def generate_t2_map( if np.allclose(math.sin(alpha / 2), 0): warnings.warn("sin(flip angle) is close to 0 - t2 map may fail.", stacklevel=2) - GlArea = float(ref_dicom[self.__GL_AREA_TAG__].value) if gl_area is None else gl_area - - Gl = GlArea / (Tg * 1e6) * 100 - gamma = 4258 * 2 * math.pi # Gamma, Rad / (G * s). - dkL = gamma * Gl * Tg - - # Simply math - k = ( - xp.power((xp.sin(alpha / 2)), 2) - * (1 + xp.exp(-TR / T1 - TR * xp.power(dkL, 2) * diffusivity)) - / (1 - xp.cos(alpha) * xp.exp(-TR / T1 - TR * xp.power(dkL, 2) * diffusivity)) - ) - - c1 = (TR - Tg / 3) * (xp.power(dkL, 2)) * diffusivity - - # T2 fit mask = xp.ones([r, c, num_slices]) ratio = mask * echo_2 / echo_1 ratio = xp.nan_to_num(ratio) + + if spoiling: + + + Gl = GlArea / (Tg * 1e6) * 100 + gamma = 4258 * 2 * math.pi # Gamma, Rad / (G * s). + dkL = gamma * Gl * Tg + + # Simply math + k = ( + xp.power((xp.sin(alpha / 2)), 2) + * (1 + xp.exp(-TR / T1 - TR * xp.power(dkL, 2) * diffusivity)) + / (1 - xp.cos(alpha) * xp.exp(-TR / T1 - TR * xp.power(dkL, 2) * diffusivity)) + ) + c1 = (TR - Tg / 3) * (xp.power(dkL, 2)) * diffusivity + + + + else: + # T2 fit + k = ( + xp.power((xp.sin(alpha / 2)), 2) + * (1 + xp.exp(-TR / T1)) + / (1 - xp.cos(alpha) * xp.exp(-TR / T1)) + ) + c1 = 0 + # have to divide division into steps to avoid overflow error t2map = -2000 * (TR - TE) / (xp.log(abs(ratio) / k) + c1) - t2map = xp.nan_to_num(t2map) # Filter calculated T2 values that are below 0ms and over 100ms From 1605c2501e416833e67750879c44e805ccec5504 Mon Sep 17 00:00:00 2001 From: Anthony Gatt Date: Sat, 8 Mar 2025 16:17:56 -0800 Subject: [PATCH 66/75] fix np round_ import error. --- dosma/core/numpy_routines.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dosma/core/numpy_routines.py b/dosma/core/numpy_routines.py index a96e9a4..7dc4745 100644 --- a/dosma/core/numpy_routines.py +++ b/dosma/core/numpy_routines.py @@ -161,7 +161,7 @@ def nan_to_num(x, copy=True, nan=0.0, posinf=None, neginf=None): return x._partial_clone(volume=vol) -@implements(np.around, np.round, np.round_) +@implements(np.around, np.round) def around(x, decimals=0, affine=False): """Round medical image pixel data (and optionally affine) to the given number of decimals. From b24875ef3a2a7b3226805179d0ad0738c57c9609 Mon Sep 17 00:00:00 2001 From: Anthony Gatt Date: Sat, 8 Mar 2025 16:19:49 -0800 Subject: [PATCH 67/75] Add plane-specific bone segmentation models for Stanford QDESS - Introduced new subclasses for coronal, axial, and sagittal bone segmentation - Added plane-specific TARGET_ORIENTATION and DEFAULT_IMAGE_SIZE - Updated base class to use default image size when not provided - Simplified model initialization with more flexible configuration --- dosma/models/stanford_qdess_bone.py | 33 +++++++++++++++++++++++++---- 1 file changed, 29 insertions(+), 4 deletions(-) diff --git a/dosma/models/stanford_qdess_bone.py b/dosma/models/stanford_qdess_bone.py index 136ec53..790210c 100644 --- a/dosma/models/stanford_qdess_bone.py +++ b/dosma/models/stanford_qdess_bone.py @@ -59,19 +59,20 @@ class StanfordQDessBoneUNet2D(SegModel): ALIASES = ("stanford-qdess-2022-unet2d-bone", "skm-tea-unet2d-bone") + TARGET_ORIENTATION = SAGITTAL + DEFAULT_IMAGE_SIZE = (512, 512) + def __init__( self, model_path: str, resample_images: bool = True, - orig_model_image_size: tuple = (384, 384), + orig_model_image_size: tuple = None, tissue_names: tuple = ("pc", "fc", "mtc", "ltc", "med_men", "lat_men", "fem", "tib", "pat"), tissues_to_combine: tuple = ( (("lat_men", "med_men"), "men"), (("mtc", "ltc"), "tc"), ), bone_indices: tuple = (7, 8, 9) - # *args, - # **kwargs ): """ Args: @@ -81,6 +82,9 @@ def __init__( to loaded image and will load model weights only. Default: True. """ + if orig_model_image_size is None: + orig_model_image_size = self.DEFAULT_IMAGE_SIZE + self.batch_size = preferences.segmentation_batch_size self.orig_model_image_size = orig_model_image_size self.resample_images = resample_images @@ -138,7 +142,7 @@ def generate_mask( vol_copy = np.sqrt(np.sum(vol_copy ** 2, axis=-1)) # reorient to the sagittal plane - vol_copy.reformat(SAGITTAL, inplace=True) + vol_copy.reformat(self.TARGET_ORIENTATION, inplace=True) vol = vol_copy.volume vol = self.__preprocess_volume__(vol) @@ -223,3 +227,24 @@ def __postprocess_segmentation__( mask = mask.astype(np.uint8) return mask + +class StanfordQDessBoneUNet2DCoronal(StanfordQDessBoneUNet2D): + """2D UNet for bone segmentation in coronal plane""" + ALIASES = ("stanford-qdess-2022-unet2d-bone-coronal",) + CORONAL_TRANSPOSED = ('LR', 'SI', 'AP') + TARGET_ORIENTATION = CORONAL_TRANSPOSED + DEFAULT_IMAGE_SIZE = (160, 512) + + +class StanfordQDessBoneUNet2DAxial(StanfordQDessBoneUNet2D): + """2D UNet for bone segmentation in axial plane""" + ALIASES = ("stanford-qdess-2022-unet2d-bone-axial",) + AXIAL_TRANSPOSED = ('LR', 'AP', 'SI') + TARGET_ORIENTATION = AXIAL_TRANSPOSED + DEFAULT_IMAGE_SIZE = (160, 512) # Example different size + +class StanfordQDessBoneUNet2DSagittal(StanfordQDessBoneUNet2D): + """2D UNet for bone segmentation in sagittal plane""" + ALIASES = ("stanford-qdess-2022-unet2d-bone-sagittal",) + TARGET_ORIENTATION = SAGITTAL + DEFAULT_IMAGE_SIZE = (512, 512) # Example different size From 22053a41691f33f334cca5c5573b4fa12ef6f8dd Mon Sep 17 00:00:00 2001 From: Anthony Gatti Date: Sat, 8 Mar 2025 20:13:21 -0800 Subject: [PATCH 68/75] Refactor bone segmentation volume processing - fixed bug where reformat done to volume, but - Improved volume processing logic for bone segmentation - Simplified tissue combination and orientation handling - Used logical OR for tissue combination instead of addition - Reorganized volume creation and orientation reformatting steps --- dosma/models/stanford_qdess_bone.py | 49 ++++++++++++++++------------- 1 file changed, 27 insertions(+), 22 deletions(-) diff --git a/dosma/models/stanford_qdess_bone.py b/dosma/models/stanford_qdess_bone.py index 790210c..fc60a44 100644 --- a/dosma/models/stanford_qdess_bone.py +++ b/dosma/models/stanford_qdess_bone.py @@ -10,7 +10,7 @@ from tensorflow.keras.models import load_model -__all__ = ["StanfordQDessBoneUNet2D"] +__all__ = ["StanfordQDessBoneUNet2D", "StanfordQDessBoneUNet2DCoronal", "StanfordQDessBoneUNet2DAxial", "StanfordQDessBoneUNet2DSagittal"] class StanfordQDessBoneUNet2D(SegModel): @@ -159,30 +159,35 @@ def generate_mask( mask, connected_only=connected_only, fill_bone_holes=fill_bone_holes ) - vol_cp = deepcopy(vol_copy) - vol_cp.volume = deepcopy(mask) - # reorient to match with original volume - vol_cp.reformat(volume.orientation, inplace=True) - vols = {"all": vol_cp} + # Create temporary dictionary to hold target-oriented volumes + vols_target = {} - for i, category in enumerate(self.tissue_names): - vol_cp = deepcopy(vol_copy) - vol_cp.volume = np.zeros_like(mask) - vol_cp.volume[mask == i + 1] = 1 + # Create 'all' volume in target orientation + vol_all_target = deepcopy(vol_copy) + vol_all_target.volume = deepcopy(mask) + vols_target["all"] = vol_all_target - # reorient to match with original volume + # Create individual tissues in target orientation + for i, category in enumerate(self.tissue_names): + vol_target = deepcopy(vol_copy) + vol_target.volume = np.zeros_like(mask) + vol_target.volume[mask == i + 1] = 1 + vols_target[category] = vol_target + + # Combine tissues in target orientation space + for tissues, tissue_name in self.tissues_to_combine: + vol_target = deepcopy(vol_copy) + vol_target.volume = np.zeros_like(mask) + # Use logical OR instead of addition for boolean arrays + vol_target.volume[(vols_target[tissues[0]].volume == 1) | (vols_target[tissues[1]].volume == 1)] = 1 + vols_target[tissue_name] = vol_target + + # Now reformat all volumes to original orientation + vols = {} + for name, vol_target in vols_target.items(): + vol_cp = deepcopy(vol_target) vol_cp.reformat(volume.orientation, inplace=True) - vols[category] = vol_cp - - # combine tissues - if len(self.tissues_to_combine) > 0: - for tissues, tissue_name in self.tissues_to_combine: - vol_cp = deepcopy(vol_copy) - vol_cp.volume = np.zeros_like(mask) - vol_cp.volume[(vols[tissues[0]].volume == 1) + (vols[tissues[1]].volume == 1)] = 1 - # reorient to match with original volume - vol_cp.reformat(volume.orientation, inplace=True) - vols[tissue_name] = vol_cp + vols[name] = vol_cp return vols From 36636913a9a99236b19c31d3a0354f201fd90973 Mon Sep 17 00:00:00 2001 From: Anthony Gatti Date: Sun, 9 Mar 2025 09:34:20 -0700 Subject: [PATCH 69/75] Add framework for STAPLE-based multi-plane segmentation - Introduced StanfordQDessBoneUNet2DSTAPLE class for combining masks from sagittal, coronal, and axial models - Implemented mask generation using multiple plane-specific models - Added tissue-specific mask combination logic using STAPLE approach - Included memory management with garbage collection during model processing - Prepared for future implementation of STAPLE algorithm for mask combination --- dosma/models/stanford_qdess_bone.py | 108 +++++++++++++++++++++++++++- 1 file changed, 107 insertions(+), 1 deletion(-) diff --git a/dosma/models/stanford_qdess_bone.py b/dosma/models/stanford_qdess_bone.py index fc60a44..d83a869 100644 --- a/dosma/models/stanford_qdess_bone.py +++ b/dosma/models/stanford_qdess_bone.py @@ -2,7 +2,7 @@ import numpy as np import skimage - +import gc from dosma.core.med_volume import MedicalVolume from dosma.core.orientation import SAGITTAL from dosma.defaults import preferences @@ -253,3 +253,109 @@ class StanfordQDessBoneUNet2DSagittal(StanfordQDessBoneUNet2D): ALIASES = ("stanford-qdess-2022-unet2d-bone-sagittal",) TARGET_ORIENTATION = SAGITTAL DEFAULT_IMAGE_SIZE = (512, 512) # Example different size + + +class StanfordQDessBoneUNet2DSTAPLE(): + """ + This model applies the sagittal, coronal, and axial UNet + models to the input volume and then combines the results + using STAPLE. + """ + + # need to combine labels from multiple models - but only trust + # some models for certain tissues. + # ("pc", "fc", "mtc", "ltc", "med_men", "lat_men", "fem", "tib", "pat") + # Sag - include all of them. + # Cor - only: "fc", "mtc", "ltc", "med_men", "lat_men", "fem", "tib", + # Ax - only: "pc", "fem", "tib", "pat" + + dict_tissues_combine_staple = { + "pc": ["sag", "ax"], + "fc": ["sag", "cor", "ax"], + "mtc": ["sag", "cor"], + "ltc": ["sag", "cor"], + "med_men": ["sag", "cor"], + "lat_men": ["sag", "cor"], + "fem": ["sag", "cor", "ax"], + "tib": ["sag", "cor", "ax"], + "pat": ["sag", "ax"] + } + dict_plane_idx = { + "sag": 0, + "cor": 1, + "ax": 2 + } + + def __init__(self, sagittal_model_path, coronal_model_path, axial_model_path): + self.sagittal_model_path = sagittal_model_path + self.coronal_model_path = coronal_model_path + self.axial_model_path = axial_model_path + + def generate_mask(self, volume: MedicalVolume): + """ + iterate over the models, loading them, generating masks, + then deleting them from memory - don't want to have + a GPU memory issue. + """ + vol_copy = deepcopy(volume) + + list_models = [ + [self.sagittal_model_path, StanfordQDessBoneUNet2DSagittal], + [self.coronal_model_path, StanfordQDessBoneUNet2DCoronal], + [self.axial_model_path, StanfordQDessBoneUNet2DAxial] + ] + + masks = [] + for model_path, model_class in list_models: + model = model_class(model_path) + mask = model.generate_mask(volume) + masks.append(mask) + del model + gc.collect() + + vols_target = {} + + # combine masks using STAPLE + for tissue in self.dict_tissues_combine_staple.keys(): + list_models_for_tissue = self.dict_tissues_combine_staple[tissue] + list_masks_for_tissue = [masks[self.dict_plane_idx[plane]] for plane in list_models_for_tissue] + combined_mask = self.__combine_masks__(list_masks_for_tissue, vol_copy) + vols_target[tissue] = combined_mask + + # Combine the individual tissues into an "all" mask + mask_all = np.zeros_like(vol_copy.volume) + # iterate over tissue names to make sure in the correct order + for tissue_idx, tissue in enumerate(self.tissue_names): + tissue_mask = vols_target[tissue].volume + mask_all[tissue_mask == 1] = tissue_idx + 1 + + # convert numpy array of mask into MedicalVolume + vol_all_target = deepcopy(vol_copy) + vol_all_target.volume = mask_all + vols_target["all"] = vol_all_target + + # simple tissue combine (med/lat tib cart into single tissue) + # Combine tissues in target orientation space + # TODO: turn this into a function (it is called here and + # above, and thus is duplicated and should be consolidated + # into a single function) + for tissues, tissue_name in self.tissues_to_combine: + vol_target = deepcopy(vol_copy) + vol_target.volume = np.zeros_like(mask) + # Use logical OR instead of addition for boolean arrays + vol_target.volume[(vols_target[tissues[0]].volume == 1) | (vols_target[tissues[1]].volume == 1)] = 1 + vols_target[tissue_name] = vol_target + + return vols_target + + def __combine_masks__(self, list_masks, vol_copy): + """ + Combine the masks from the different planes. + """ + + # this should use STAPLE algorithm + # this is build into SimpleITK + # need to convert MedicalVolume to SimpleITK image + # then do combination + # then convert back to MedicalVolume + # Then return the MedicalVolume From 53e4d4b73c69254d90651c9f587ae29e024f5df3 Mon Sep 17 00:00:00 2001 From: Anthony Gatt Date: Sun, 9 Mar 2025 10:57:47 -0700 Subject: [PATCH 70/75] Implement STAPLE-based multi-plane bone segmentation with improved mask processing - Replaced manual mask combination with SimpleITK's MultiLabelSTAPLE algorithm - Added list of indices to exclude from STAPLE processing for each plane (model type). - Simplified mask generation and combination logic - Improved volume orientation handling and mask reformatting - Removed hardcoded tissue combination dictionary --- dosma/models/stanford_qdess_bone.py | 90 ++++++++++++++++------------- 1 file changed, 50 insertions(+), 40 deletions(-) diff --git a/dosma/models/stanford_qdess_bone.py b/dosma/models/stanford_qdess_bone.py index d83a869..372b5a5 100644 --- a/dosma/models/stanford_qdess_bone.py +++ b/dosma/models/stanford_qdess_bone.py @@ -8,6 +8,7 @@ from dosma.defaults import preferences from dosma.models.seg_model import SegModel, fill_holes, get_connected_segments, whiten_volume +import SimpleITK as sitk from tensorflow.keras.models import load_model __all__ = ["StanfordQDessBoneUNet2D", "StanfordQDessBoneUNet2DCoronal", "StanfordQDessBoneUNet2DAxial", "StanfordQDessBoneUNet2DSagittal"] @@ -269,17 +270,22 @@ class StanfordQDessBoneUNet2DSTAPLE(): # Cor - only: "fc", "mtc", "ltc", "med_men", "lat_men", "fem", "tib", # Ax - only: "pc", "fem", "tib", "pat" - dict_tissues_combine_staple = { - "pc": ["sag", "ax"], - "fc": ["sag", "cor", "ax"], - "mtc": ["sag", "cor"], - "ltc": ["sag", "cor"], - "med_men": ["sag", "cor"], - "lat_men": ["sag", "cor"], - "fem": ["sag", "cor", "ax"], - "tib": ["sag", "cor", "ax"], - "pat": ["sag", "ax"] - } + list_idx_not_include_STAPLE = [ + [], # what not to include for sagittal + [1, 9], # what not to include for coronal + [3, 4, 5, 6,] # what not to include for axial + ] + # dict_tissues_combine_staple = { + # "pc": ["sag", "ax"], + # "fc": ["sag", "cor", "ax"], + # "mtc": ["sag", "cor"], + # "ltc": ["sag", "cor"], + # "med_men": ["sag", "cor"], + # "lat_men": ["sag", "cor"], + # "fem": ["sag", "cor", "ax"], + # "tib": ["sag", "cor", "ax"], + # "pat": ["sag", "ax"] + # } dict_plane_idx = { "sag": 0, "cor": 1, @@ -308,45 +314,49 @@ def generate_mask(self, volume: MedicalVolume): masks = [] for model_path, model_class in list_models: model = model_class(model_path) - mask = model.generate_mask(volume) - masks.append(mask) + masks_dict_ = model.generate_mask(volume) + masks.append(masks_dict_["all"]) del model gc.collect() - vols_target = {} - - # combine masks using STAPLE - for tissue in self.dict_tissues_combine_staple.keys(): - list_models_for_tissue = self.dict_tissues_combine_staple[tissue] - list_masks_for_tissue = [masks[self.dict_plane_idx[plane]] for plane in list_models_for_tissue] - combined_mask = self.__combine_masks__(list_masks_for_tissue, vol_copy) - vols_target[tissue] = combined_mask + # for each mask, go in and set the regions we are not using to zero. + for i, mask in enumerate(masks): + for idx in self.list_idx_not_include_STAPLE[i]: + mask.volume[mask.volume == idx] = 0 - # Combine the individual tissues into an "all" mask - mask_all = np.zeros_like(vol_copy.volume) - # iterate over tissue names to make sure in the correct order - for tissue_idx, tissue in enumerate(self.tissue_names): - tissue_mask = vols_target[tissue].volume - mask_all[tissue_mask == 1] = tissue_idx + 1 + masks_sitk = [mask.to_sitk() for mask in masks] - # convert numpy array of mask into MedicalVolume - vol_all_target = deepcopy(vol_copy) - vol_all_target.volume = mask_all - vols_target["all"] = vol_all_target + # unpack the sitk_masks + staple_mask_sitk = sitk.MultiLabelSTAPLE(*masks_sitk) - # simple tissue combine (med/lat tib cart into single tissue) + staple_mask_mv = MedicalVolume.from_sitk(staple_mask_sitk) + staple_mask_mv.reformat(volume.orientation, inplace=True) + + # now... create the individual tissue masks as was expected/previously done by + # the other models. + # Create temporary dictionary to hold target-oriented volumes + vols = {} + # Create 'all' volume in target orientation + vols["all"] = staple_mask_mv + + # Create individual tissues in target orientation + for i, category in enumerate(self.tissue_names): + vol = deepcopy(vol_copy) + vol.volume = np.zeros_like(staple_mask_mv.volume) + vol.volume[staple_mask_mv.volume == i + 1] = 1 + vols[category] = vol + # Combine tissues in target orientation space - # TODO: turn this into a function (it is called here and - # above, and thus is duplicated and should be consolidated - # into a single function) for tissues, tissue_name in self.tissues_to_combine: - vol_target = deepcopy(vol_copy) - vol_target.volume = np.zeros_like(mask) + vol = deepcopy(vol_copy) + vol.volume = np.zeros_like(staple_mask_mv.volume) # Use logical OR instead of addition for boolean arrays - vol_target.volume[(vols_target[tissues[0]].volume == 1) | (vols_target[tissues[1]].volume == 1)] = 1 - vols_target[tissue_name] = vol_target + vol.volume[(vols[tissues[0]].volume == 1) | (vols[tissues[1]].volume == 1)] = 1 + vols[tissue_name] = vol + + + return vols - return vols_target def __combine_masks__(self, list_masks, vol_copy): """ From d7fbf957973b5068eb589d0b5e413279098b3c21 Mon Sep 17 00:00:00 2001 From: Anthony Gatti Date: Mon, 10 Mar 2025 08:19:24 -0700 Subject: [PATCH 71/75] Enhance STAPLE-based bone segmentation with configurable parameters and performance logging - Added configurable tissue names and combination options to StanfordQDessBoneUNet2DSTAPLE - Implemented optional verbose mode with timing information for mask generation steps - Updated list of excluded indices for STAPLE processing - Added time tracking for mask generation, processing, and STAPLE algorithm --- dosma/models/stanford_qdess_bone.py | 42 ++++++++++++++++++++++++----- 1 file changed, 35 insertions(+), 7 deletions(-) diff --git a/dosma/models/stanford_qdess_bone.py b/dosma/models/stanford_qdess_bone.py index 372b5a5..55aff5a 100644 --- a/dosma/models/stanford_qdess_bone.py +++ b/dosma/models/stanford_qdess_bone.py @@ -1,5 +1,5 @@ from copy import deepcopy - +import time import numpy as np import skimage import gc @@ -11,7 +11,11 @@ import SimpleITK as sitk from tensorflow.keras.models import load_model -__all__ = ["StanfordQDessBoneUNet2D", "StanfordQDessBoneUNet2DCoronal", "StanfordQDessBoneUNet2DAxial", "StanfordQDessBoneUNet2DSagittal"] +__all__ = [ + "StanfordQDessBoneUNet2D", "StanfordQDessBoneUNet2DCoronal", + "StanfordQDessBoneUNet2DAxial", "StanfordQDessBoneUNet2DSagittal", + "StanfordQDessBoneUNet2DSTAPLE" + ] class StanfordQDessBoneUNet2D(SegModel): @@ -272,7 +276,7 @@ class StanfordQDessBoneUNet2DSTAPLE(): list_idx_not_include_STAPLE = [ [], # what not to include for sagittal - [1, 9], # what not to include for coronal + [1], # what not to include for coronal [3, 4, 5, 6,] # what not to include for axial ] # dict_tissues_combine_staple = { @@ -292,11 +296,23 @@ class StanfordQDessBoneUNet2DSTAPLE(): "ax": 2 } - def __init__(self, sagittal_model_path, coronal_model_path, axial_model_path): + def __init__( + self, + sagittal_model_path, coronal_model_path, axial_model_path, + tissue_names: tuple = ("pc", "fc", "mtc", "ltc", "med_men", "lat_men", "fem", "tib", "pat"), + tissues_to_combine: tuple = ( + (("lat_men", "med_men"), "men"), + (("mtc", "ltc"), "tc"), + ), + verbose=False, + ): + self.sagittal_model_path = sagittal_model_path self.coronal_model_path = coronal_model_path self.axial_model_path = axial_model_path - + self.tissue_names = tissue_names + self.tissues_to_combine = tissues_to_combine + self.verbose = verbose def generate_mask(self, volume: MedicalVolume): """ iterate over the models, loading them, generating masks, @@ -312,22 +328,32 @@ def generate_mask(self, volume: MedicalVolume): ] masks = [] - for model_path, model_class in list_models: + for model_idx, (model_path, model_class) in enumerate(list_models): + start_time = time.time() model = model_class(model_path) masks_dict_ = model.generate_mask(volume) masks.append(masks_dict_["all"]) del model gc.collect() + if self.verbose: + print(f"Time taken to generate mask {model_idx}: {time.time() - start_time} seconds") # for each mask, go in and set the regions we are not using to zero. + tic = time.time() for i, mask in enumerate(masks): for idx in self.list_idx_not_include_STAPLE[i]: mask.volume[mask.volume == idx] = 0 - + if self.verbose: + print(f"Time taken to set the regions we are not using to zero: {time.time() - tic} seconds") + tic = time.time() masks_sitk = [mask.to_sitk() for mask in masks] # unpack the sitk_masks staple_mask_sitk = sitk.MultiLabelSTAPLE(*masks_sitk) + if self.verbose: + print(f"Time to run STAPLE: {time.time() - tic} seconds") + + tic = time.time() staple_mask_mv = MedicalVolume.from_sitk(staple_mask_sitk) staple_mask_mv.reformat(volume.orientation, inplace=True) @@ -354,6 +380,8 @@ def generate_mask(self, volume: MedicalVolume): vol.volume[(vols[tissues[0]].volume == 1) | (vols[tissues[1]].volume == 1)] = 1 vols[tissue_name] = vol + if self.verbose: + print(f"Time taken to create the individual tissue masks: {time.time() - tic} seconds") return vols From 368950e8f4389a6ac941952137e1755351e89174 Mon Sep 17 00:00:00 2001 From: Anthony Gatt Date: Mon, 24 Mar 2025 11:28:41 -0700 Subject: [PATCH 72/75] Update exclusion indices for STAPLE processing in StanfordQDessBoneUNet2DSTAPLE class - Modified the list of indices to exclude for coronal and axial planes to improve mask processing accuracy. - Ensured that the exclusion criteria align with the intended segmentation logic for better model performance. - Sag: All labels - Cor: All labels except patellar cartilage - Axial: Only the bone labels --- dosma/models/stanford_qdess_bone.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/dosma/models/stanford_qdess_bone.py b/dosma/models/stanford_qdess_bone.py index 372b5a5..4f2956e 100644 --- a/dosma/models/stanford_qdess_bone.py +++ b/dosma/models/stanford_qdess_bone.py @@ -272,8 +272,8 @@ class StanfordQDessBoneUNet2DSTAPLE(): list_idx_not_include_STAPLE = [ [], # what not to include for sagittal - [1, 9], # what not to include for coronal - [3, 4, 5, 6,] # what not to include for axial + [1], # what not to include for coronal + [1, 2, 3, 4, 5, 6] # what not to include for axial ] # dict_tissues_combine_staple = { # "pc": ["sag", "ax"], From 24757881e54e6483f3cb0c0b9dcc058e8e9c6650 Mon Sep 17 00:00:00 2001 From: Anthony Gatt Date: Tue, 25 Mar 2025 11:23:39 -0700 Subject: [PATCH 73/75] Update exclusion indices for axial processing in StanfordQDessBoneUNet2DSTAPLE class Update so that the patellar cartilage is predicted by 2 networks (axial and sagittal). --- dosma/models/stanford_qdess_bone.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dosma/models/stanford_qdess_bone.py b/dosma/models/stanford_qdess_bone.py index b874829..933f5cb 100644 --- a/dosma/models/stanford_qdess_bone.py +++ b/dosma/models/stanford_qdess_bone.py @@ -277,7 +277,7 @@ class StanfordQDessBoneUNet2DSTAPLE(): list_idx_not_include_STAPLE = [ [], # what not to include for sagittal [1], # what not to include for coronal - [1, 2, 3, 4, 5, 6] # what not to include for axial + [2, 3, 4, 5, 6] # what not to include for axial ] # dict_tissues_combine_staple = { # "pc": ["sag", "ax"], From 7d947abc0bf119636b09578400e9914ce03ca99e Mon Sep 17 00:00:00 2001 From: Anthony Gatt Date: Tue, 1 Apr 2025 16:20:56 -0700 Subject: [PATCH 74/75] Enhance STAPLE processing in StanfordQDessBoneUNet2DSTAPLE class - Cast masks to uint16 to prevent overflow during STAPLE algorithm execution. - Set labels greater than 9 to 0 in the final mask to handle undecided labels. - Convert final mask volume to uint8 for consistency in output. --- dosma/models/stanford_qdess_bone.py | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/dosma/models/stanford_qdess_bone.py b/dosma/models/stanford_qdess_bone.py index 933f5cb..beab724 100644 --- a/dosma/models/stanford_qdess_bone.py +++ b/dosma/models/stanford_qdess_bone.py @@ -347,15 +347,23 @@ def generate_mask(self, volume: MedicalVolume): print(f"Time taken to set the regions we are not using to zero: {time.time() - tic} seconds") tic = time.time() masks_sitk = [mask.to_sitk() for mask in masks] + # cast to uint16 to prevent overflow + masks_sitk = [sitk.Cast(mask, sitk.sitkUInt16) for mask in masks_sitk] # unpack the sitk_masks staple_mask_sitk = sitk.MultiLabelSTAPLE(*masks_sitk) + if self.verbose: print(f"Time to run STAPLE: {time.time() - tic} seconds") tic = time.time() staple_mask_mv = MedicalVolume.from_sitk(staple_mask_sitk) + # set any labels > 9 (the expected max label) to 0 + # these were likely undecided labels in the STAPLE algorithm + staple_mask_mv.volume[staple_mask_mv.volume > 9] = 0 + # set to uint8 + staple_mask_mv.volume = staple_mask_mv.volume.astype(np.uint8) staple_mask_mv.reformat(volume.orientation, inplace=True) # now... create the individual tissue masks as was expected/previously done by From e4ea96a991a95ac0178a6a2073b46e07aa5c3ee0 Mon Sep 17 00:00:00 2001 From: Anthony Gatti Date: Thu, 11 Dec 2025 13:56:29 -0800 Subject: [PATCH 75/75] Refactor DICOM file reading to use pydicom.dcmread - Replaced instances of pydicom.read_file with pydicom.dcmread for consistency and to leverage updated functionality. - Updated corresponding test cases to reflect the change in the DICOM reading method. --- dosma/core/io/dicom_io.py | 4 ++-- tests/core/io/test_dicom_io.py | 6 +++--- tests/scan_sequences/test_scan_io.py | 2 +- 3 files changed, 6 insertions(+), 6 deletions(-) diff --git a/dosma/core/io/dicom_io.py b/dosma/core/io/dicom_io.py index 3ea5d82..d4c5199 100644 --- a/dosma/core/io/dicom_io.py +++ b/dosma/core/io/dicom_io.py @@ -262,7 +262,7 @@ def load( ) if self.num_workers: - fn = functools.partial(pydicom.read_file, force=True) + fn = functools.partial(pydicom.dcmread, force=True) if self.verbose: dicom_slices = process_map(fn, lstFilesDCM, max_workers=self.num_workers) else: @@ -270,7 +270,7 @@ def load( dicom_slices = p.map(fn, lstFilesDCM) else: dicom_slices = [ - pydicom.read_file(fp, force=True) + pydicom.dcmread(fp, force=True) for fp in tqdm(lstFilesDCM, disable=not self.verbose) ] diff --git a/tests/core/io/test_dicom_io.py b/tests/core/io/test_dicom_io.py index e902450..82ab7bd 100644 --- a/tests/core/io/test_dicom_io.py +++ b/tests/core/io/test_dicom_io.py @@ -179,7 +179,7 @@ def test_dicom_reader_single_file(self): if not x.startswith(".") and x.endswith(".dcm") ] ) - expected = pydicom.read_file(dcm_file, force=True) + expected = pydicom.dcmread(dcm_file, force=True) vol = self.dr.load(dcm_file)[0] assert vol.volume.ndim == 3 @@ -451,7 +451,7 @@ def test_init_params(self): def test_sample_pydicom_data(self): """Test DICOM reader with sample pydicom data.""" filepath = get_testdata_file("MR_small.dcm") - mv_pydicom = pydicom.read_file(filepath) + mv_pydicom = pydicom.dcmread(filepath) arr = mv_pydicom.pixel_array dr = DicomReader(group_by=None) @@ -466,7 +466,7 @@ def test_sample_pydicom_data(self): out_path = os.path.join(out_dir, "I0001.dcm") dw(mv, dir_path=out_dir) - mv_pydicom_loaded = pydicom.read_file(out_path) + mv_pydicom_loaded = pydicom.dcmread(out_path) assert np.all(mv_pydicom_loaded.pixel_array == arr) assert self.are_equivalent_headers(mv_pydicom_loaded, mv_pydicom) diff --git a/tests/scan_sequences/test_scan_io.py b/tests/scan_sequences/test_scan_io.py index 1f8c8dd..6f97355 100644 --- a/tests/scan_sequences/test_scan_io.py +++ b/tests/scan_sequences/test_scan_io.py @@ -38,7 +38,7 @@ def some_property(self): class TestScanIOMixin(ututils.TempPathMixin): def test_from_dicom(self): mr_dcm = get_testdata_file("MR_small.dcm") - fs = pydicom.read_file(mr_dcm) + fs = pydicom.dcmread(mr_dcm) arr = fs.pixel_array scan = MockScanIOMixin.from_dicom(mr_dcm, foo="foofoo", bar="barbar")