A. Rai

Uncertainty Gated Residual Learning with Patient Level Bagging for Longitudinal Glioma Progression Prediction

Precise prediction of tumor progression between successive post treatment MRI scans could support timely clinical decision making in glioma management. However longitudinal radiomic modeling is still challenged by patient level data leakage and uncertainty in prediction. The study of two stage machine learning pipeline...