OpenBHB: a Large-Scale Multi-Site Brain MRI Data-set for Age Prediction and Debiasing. - Benoit Dufumier; Antoine Grigis; Julie Victor; Corentin Ambroise; Vincent Frouin; Edouard Duchesnay (NeuroImage, 2022)

OpenBHB: a Multi-Site Brain MRI Dataset for Age Prediction and Debiasing. - Benoit Dufumier; Antoine Grigis; Julie Victor; Corentin Ambroise; Vincent Frouin; Edouard Duchesnay (IEEE DataPort, 2022)

Multi-View Variational Autoencoders Allow for Interpretability Leveraging Digital Avatars: Application to the HBN Cohort. - Corentin Ambroise; Antoine Grigis; Edouard Duchesnay; Vincent Frouin (ISBI, 2023)

MixUp Brain-Cortical Augmentations in Self-supervised Learning. - Corentin Ambroise; Vincent Frouin; Benoit Dufumier; Edouard Duchesnay; Antoine Grigis (MLCN@MICCAI, 2023)

Structure-aware neural networks in the study of multi-modal population cohorts : an application to mental health. (Réseaux de neurones sensibles à la structure pour l'analyse de données multimodales de population : une application à la santé mentale). - Corentin Ambroise (2024)