Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Centre Hospitalier Universitaire de RennesFR2 papers
- Clinique Mutualiste de l'EstuaireFR2 papers
- EmpennFR2 papers
- Institut de Recherche en Informatique et Systèmes AléatoiresFR2 papers
- Université de RennesFR2 papers
- Laboratoire d'Informatique et d'Automatique pour les SystèmesFR1 paper
- MALT: Apprentissage Automatique avec Contraintes TemporellesFR1 paper
- Siemens (France)FR1 paper
- Siemens Healthcare (United States)US1 paper
- Technology Applications (United States)US1 paper
- University of L'AquilaIT1 paper
2 papers
cs.CV2025
Stroke Lesion Segmentation in Clinical Workflows: A Modular, Lightweight, and Deployment-Ready Tool
Yann Kerverdo, Florent Leray, Youwan Mahé +2
Deep learning frameworks such as nnU-Net achieve state-of-the-art performance in brain lesion segmentation but remain difficult to deploy clinically due to heavy dependencies and m…
cs.CV2025
Unsupervised Deep Generative Models for Anomaly Detection in Neuroimaging: A Systematic Scoping Review
Youwan Mahé, Elise Bannier, Stéphanie Leplaideur +2
Unsupervised anomaly detection (UAD) based on deep generative modelling has been increasingly explored for identifying pathological brain abnormalities without requiring voxel-leve…