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valeman / awesome-conformal-prediction

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A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.

python machine-learning awesome r statistics ai probability uncertainty datascience probability-distribution awesome-list machinelearning deeplearning probability-distributions uncertainty-quantification uncertainty-estimation conformal-prediction explainable-ai robust-ml
  • Updated Jan 9, 2026

hasnainalam596 / NR-HIE-Generalizable-Diabetes-Prediction-Framework

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A Noise-Resilient Hybrid Imputation-Ensemble (NR-HIE) framework designed to bridge the generalizability gap in medical AI. Utilizing a triple-stream imputation strategy and stacked generalization, this model achieved 81.62% accuracy on external validation data, ensuring robust and medically safe diabetes prediction

python data-science machine-learning artificial-intelligence xgboost ensemble-learning medicalai diabetes-prediction shap imputation-methods disease-detection disease-diagnosis scikitlearn mnar missing-data-handling robust-ml
  • Updated Jan 3, 2026
  • Jupyter Notebook

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