Bilal Sidiqi

Contrastive uncertainty learning for robust multi-structure segmentation in lower-pelvic MR

Boundary delineation of anatomical structures in prostate MRI is often compromised by regional ambiguity. Automated segmentation methods relying on global overlap loss functions tend to be insensitive to surface deviations, leading to significant errors in ambiguous regions. Most existing uncertainty-aware methods trea...