Confidence-Calibrating Regularization for Robust Brain MRI Segmentation Under Domain Shift

Behraj Khan, Tahir Qasim Syed, Syed Ahmad Chan Bukhari

The Segment Anything Model (SAM) exhibits strong zero-shot performance on natural images but suffers from domain shift and overconfidence when applied to medical volumes. We propos…