Publications & preprints
2026 Journal

On the Stability and Robustness of Vision Transformers for Neurodegenerative Disease Classification

Eloi Navet, Rémi Giraud, Boris Mansencal, Pierrick Coupé

Medical Imaging with Deep Learning-Validation Papers

2025 Journal

An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning

Andrew Zamai, Nathanaël Fijalkow, Boris Mansencal, Laurent Simon, Eloi Navet, Pierrick Coupé

arXiv preprint arXiv:2505.19954