Corentin Ambroise

According to our database, Corentin Ambroise authored at least 5 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

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

PhD thesis, 2024

2023

MixUp Brain-Cortical Augmentations in Self-supervised Learning.

Corentin Ambroise, Vincent Frouin, Benoit Dufumier, Edouard Duchesnay, Antoine Grigis

Proceedings of the Machine Learning in Clinical Neuroimaging - 6th International Workshop, 2023

Multi-View Variational Autoencoders Allow for Interpretability Leveraging Digital Avatars: Application to the HBN Cohort.

Corentin Ambroise, Antoine Grigis, Edouard Duchesnay, Vincent Frouin

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

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

Dataset, September, 2022

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