Do Segmentation Models Understand Vascular Structure? A Blob-Based XAI Framework

Guillaume Garret, Antoine Vacavant, Carole Frindel

Deep learning models have achieved impressive performance in medical image segmentation, yet their black-box nature limits clinical adoption. In vascular applications, trustworthy…