Antoine Dufournet, Joel Chavas, Julien Laval, Denis Rivière, Vincent Frouin, & Jean-François Mangin. Towards a better understanding of the genetics of the human cerebral cortex, ISBI 2025 (2025)
Corentin Ambroise, Antoine Grigis, Josselin Houenou, & Vincent Frouin. Interpretable and integrative deep learning for discovering brain-behaviour associations (2025)
DOI
Chloe Gomez, Lynn Uhrig, Vincent Frouin, Edouard Duchesnay, Bechir Jarraya, & Antoine Grigis. Deep learning models reveal the link between dynamic brain connectivity patterns and states of consciousness, SCIENTIFIC REPORTS (2024)
DOI
Antoine Grigis, Chloe Gomez, Vincent Frouin, Edouard Duchesnay, Lynn Uhrig, & Bechir Jarraya. Revisiting the standard for modeling functional brain network activity - Application to consciousness, PLOS ONE (2024)
DOI
Frederique Frouin, Fahad Khalid, Vincent Frouin, Volodia Dangouloff-Ros, Nathalie Boddaert, & Jacques Grill. AN MRI-BASED RADIOMIC SIGNATURE TO PREDICT LONG-TERM SURVIVAL IN PATIENTS WITH DIFFUSE INTRINSIC PONTINE GLIOMAS, NEURO-ONCOLOGY (2024)
DOI
Corentin Ambroise, Vincent Frouin, Benoit Dufumier, Edouard Duchesnay, & Antoine Grigis. MixUp Brain-Cortical Augmentations in Self-supervised Learning, MACHINE LEARNING IN CLINICAL NEUROIMAGING, MLCN 2023 (2023)
DOI
Corentin Ambroise, Antoine Grigis, Edouard Duchesnay, & Vincent Frouin. MULTI-VIEW VARIATIONAL AUTOENCODERS ALLOW FOR INTERPRETABILITY LEVERAGING DIGITAL AVATARS - APPLICATION TO THE HBN COHORT, 2023 IEEE 20TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING, ISBI (2023)
DOI
Hamza Chegraoui, Vincent Guillemot, Amine Rebei, Arnaud Gloaguen, Jacques Grill, Cathy Philippe, & Vincent Frouin. Integrating multiomics and prior knowledge - a study of the Graphnet penalty impact, BIOINFORMATICS (2023)
DOI
Kevin Matos, Claire Cury, Lydia Chougar, Lachlan Strike, Thibault Rolland, Maximilien Riche, Lisa Hemforth, ... Baptiste Couvy-Duchesne. Temporo-basal sulcal connections - a manual annotation protocol and an investigation of sexual dimorphism and heritability, BRAIN STRUCTURE \& FUNCTION (2023)
DOI
Lisa Hemforth, Claire Cury, Vincent Frouin, Desrivierese Sylvane, Antoine Grigis, Hugh Garavan, Ruediger Bruehl, ... IMAGEN Consortium. Interpretable Automatic Detection of Incomplete Hippocampal Inversions Using Anatomical Criteria, MEDICAL IMAGING 2023 (2023)
DOI
Fahad Khalid, Jessica Goya-Outi, Thibault Escobar, Volodia Dangouloff-Ros, Antoine Grigis, Cathy Philippe, Nathalie Boddaert, ... Frederique Frouin. Multimodal MRI radiomic models to predict genomic mutations in diffuse intrinsic pontine glioma with missing imaging modalities, FRONTIERS IN MEDICINE (2023)
DOI
Herve Lemaitre, Yann Le Guen, Amanda Tilot, Jason Stein, Cathy Philippe, Jean-Francois Mangin, Simon Fisher, ... Vincent Frouin. Genetic variations within human gained enhancer elements affect human brain sulcal morphology, NEUROIMAGE (2023)
DOI
Antoine Grigis, Chloe Gomez, Vincent Frouin, Lynn Uhrig, & Bechir Jarraya. Interpretable Signature of Consciousness in Resting-State Functional Network Brain Activity, MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION, MICCAI 2022, PT I (2022)
DOI
Benoit Dufumier, Antoine Grigis, Julie Victor, Corentin Ambroise, Vincent Frouin, & Edouard Duchesnay. OpenBHB - a Large-Scale Multi-Site Brain MRI Data-set for Age Prediction and Debiasing, NEUROIMAGE (2022)
DOI
Fahad Khalid, Thibault Escobar, Jessica Goya-Outi, Vincent Frouin, Nathalie Boddaert, Jacques Grill, & Frederique Frouin. ARTIFICIAL INTELLIGENCE FOR DETECTING ACVR1 MUTATIONS IN PATIENTS WITH DIPG USING MRI AND CLINICAL DATA, NEURO-ONCOLOGY (2022)
Yasmina Mekki, Vincent Guillemot, Herve Lemaitre, Amaia Carrion-Castillo, Stephanie Forkel, Vincent Frouin, & Cathy Philippe. The genetic architecture of language functional connectivity, NeuroImage (2022)
DOI
Arnaud Gloaguen, Cathy Philippe, Vincent Frouin, Giulia Gennari, Ghislaine Dehaene-Lambertz, Laurent Le Brusquet, & Arthur Tenenhaus. Multiway generalized canonical correlation analysis, Biostatistics (2022)
DOI