Yu-Ze Meng

Confidence-based classification of clinically significant prostate cancer on biparametric MRI using Monte Carlo dropout and Grad-CAM visualization

This confidence-based model identifies csPCa lesions and provides reliable confidence scores without pixel-level annotations and enhances the transparency and safety of clinical decision-making by rejecting uncertain predictions.