AI in Healthcare

Module 1: Medical AI

• Self-supervised learning for histopathology

• 3D segmentation (nnUNet, MONAI)

Module 2: Genomics

• Variant calling with deep learning (Clara Parabricks)

• Protein folding (AlphaFold2 pipelines)

Module 3: Regulatory AI

• FDA/CE compliance for AI medical devices

• Explainability (SHAP, LIME for DICOM data)