Adaptive Conformal Prediction for Reliable and Explainable Medical Image Classification
arXiv:2605.12917v1 Announce Type: new
Abstract: Deep learning models for medical imaging often exhibit overconfidence, creating safety risks in ambiguous diagnostic scenarios. While Conformal Prediction (CP) provides distribution-free statistical guar…