2 papers
cs.CV2026
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…
cs.CY2025
PDA in Action: Ten Principles for High-Quality Multi-Site Clinical Evidence Generation
Yong Chen, Jiayi Tong, Yiwen Lu +13
Background: Distributed Research Networks (DRNs) offer significant opportunities for collaborative multi-site research and have significantly advanced healthcare research based on…