AI for Medicine AI for Medicine Specialization AI for Medical Diagnosis Week-1 Chest X-Ray Diagnosis Week-2 Evaluation of Diagnostic Models Week-3 Brain Tumor Auto-Segmentation for MRI AI for Medical Prognosis Week-1 Using linear risk models & C-index Week-2 Risk models Week-3 Survival Analysis using non-parametric methods Week-4 Cox Proportional Hazards & Random Survival Forests AI for Medical Treatment Week-1 Estimating Treatment Effect using ML Week-2 Natural Language Entity Extraction Week-3 ML interpretation - GradCam and feature importance
