A leakage-free ML pipeline for early pancreatic cancer detection from CT scans — combining handcrafted radiomics (PyRadiomics, ComBat) with volumetric deep learning (3D ResNet-10, MONAI) and explainable AI (SHAP, Grad-CAM).
deep-learning grad-cam medical-imaging xgboost combat ct radiomics resnet-10 pyradiomics explainable-ai pancreatic-cancer shap leakage-detection monai pdac computated-tomography
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Updated
Mar 12, 2026 - Jupyter Notebook