This is an Pyradiomics based pipeline wiht image processing tools for radiomics and dosiomics feature extraction
This code is designed to walk through an input path to a folder which contains both dicom images, a single RT structure file and a single RT dose file. (Ex.'C:\users\ML\Test\Data' with the roi 'GTV' )
If you find this repository useful, please consider citing this paper:
Wang D, Lee SH, Geng H, Zhong H, Plastaras J, Wojcieszynski A, et al. Interpretable machine learning for predicting pathologic complete response in patients treated with chemoradiation therapy for rectal adenocarcinoma. Front. Artif. Intell., 07 December 2022 Sec. Medicine and Public Health. https://doi.org/10.3389/frai.2022.1059033
To be documented