2 papers
eess.IV2025
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…
eess.IV2024
Deep vessel segmentation based on a new combination of vesselness filters
Guillaume Garret, Antoine Vacavant, Carole Frindel
Vascular segmentation represents a crucial clinical task, yet its automation remains challenging. Because of the recent strides in deep learning, vesselness filters, which can sign…