Confidence-Uncertainty Boundary Calibration for Bayesian Deep Learning in Medical Image Analysis

Hua Xu, Julián D. Arias-Londoño, Juan I. Godino-Llorente

In critical decision support systems based on medical imaging, the reliability of AI-assisted decision-making is as relevant as predictive accuracy. Although deep learning models h…