Publications & preprints

Citation counts reflect the latest successful synchronization and may lag behind the Google Scholar profile.

2026 Journal article 0

AI-Based Differential Diagnosis of Neurodegenerative Diseases Using Structural MRI: A Systematic Review

Eloi Navet, Rémi Giraud, Boris Mansencal, Andrew Zamai, Vincent Planche, Pierrick Coupé

Imaging Neuroscience

2026 Conference paper 0

Hierarchical Differential MedViT-3D: Specialized Hybrid Transformer for Multiclass Diagnosis of Neurodegenerative Diseases

Eloi Navet, Rémi Giraud, Boris Mansencal, Pierrick Coupé

The Brain Abnormality Workshop at MICCAI 2026

2026 Conference paper 0

LLM-Based Differential Diagnosis of Neurodegenerative Diseases from MRI-Derived Brain Atrophy Reports

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

Emerging LLM/LMM Applications in Medical Imaging (ELAMI), MICCAI 2026

2026 Conference paper 2

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 Preprint 2

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