Siddartha Khastgir

Probabilistic Robustness in Medical Image Classification

Yi Zhang, Siddartha Khastgir, Xingyu Zhao

Deep learning (DL) has shown strong performance in medical image classification, but its trustworthy deployment remains challenging in safety-critical clinical settings, where prediction errors under perturbations may lead to severe consequences. Existing studies mainly focus on…Read more