17 citations
- Centre Hospitalier Universitaire de LilleFR2 papers
- Centre National de la Recherche ScientifiqueFR2 papers
- InsermFR2 papers
- Institut Pasteur de LilleFR2 papers
- Université de LilleFR2 papers
- Centre de Recherche Jean Pierre AubertFR1 paper
- Centre Oscar LambretFR1 paper
- Harvard UniversityUS1 paper
- Institut national de recherche en sciences et technologies du numériqueFR1 paper
- Lille Neurosciences & Cognition1 paper
- Lille’s Cardiology HospitalFR1 paper
- Massachusetts General HospitalUS1 paper
2 papers
cs.LG2025
Federated Learning for MRI-based BrainAGE: a multicenter study on post-stroke functional outcome prediction
Vincent Roca, Marc Tommasi, Paul Andrey +8
Brain-predicted age difference (BrainAGE) is a neuroimaging biomarker reflecting brain health. However, training robust BrainAGE models requires large dataset…
cs.CV2024★ 17 cited
IGUANe: a 3D generalizable CycleGAN for multicenter harmonization of brain MR images
Vincent Roca, Grégory Kuchcinski, Jean-Pierre Pruvo +2
In MRI studies, the aggregation of imaging data from multiple acquisition sites enhances sample size but may introduce site-related variabilities that hinder consistency in subsequ…