Guillaume Garret

According to our database, Guillaume Garret authored at least 4 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

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

Guillaume Garret, Antoine Vacavant, Carole Frindel

CoRR, April, 2025

D2-RD-UNet: A dual-stage dual-class framework with connectivity correction for hepatic vessels segmentation.

Matteo Cavicchioli, Andrea Moglia, Guillaume Garret, Martina Puglia, Antoine Vacavant, Giacomo Pugliese, Pietro Cerveri

Comput. Biol. Medicine, 2025

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

Guillaume Garret, Antoine Vacavant, Carole Frindel

Proceedings of the Interpretability of Machine Intelligence in Medical Image Computing, 2025

2024

Deep Vessel Segmentation Based on a New Combination of Vesselness Filters.

Guillaume Garret, Antoine Vacavant, Carole Frindel

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024