Benoit Dufumier
Orcid: 0000-0002-8253-2363
According to our database1,
Benoit Dufumier
authored at least 18 papers
between 2021 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Exploring the potential of representation and transfer learning for anatomical neuroimaging: Application to psychiatry.
NeuroImage, 2024
2023
CoRR, 2023
Proceedings of the Machine Learning in Clinical Neuroimaging - 6th International Workshop, 2023
Proceedings of the Italia Intelligenza Artificiale, 2023
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
2022
Dataset, September, 2022
Apprentissage des représentations en neuroimagerie : transfert de connaissance à partir de larges jeux de données contrôles vers de petites cohortes cliniques. (Representation learning in neuroimaging : transferring from big healthy data to small clinical cohorts).
PhD thesis, 2022
OpenBHB: a Large-Scale Multi-Site Brain MRI Data-set for Age Prediction and Debiasing.
NeuroImage, 2022
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
2021
Conditional Alignment and Uniformity for Contrastive Learning with Continuous Proxy Labels.
CoRR, 2021
CoRR, 2021
Benchmarking CNN on 3D Anatomical Brain MRI: Architectures, Data Augmentation and Deep Ensemble Learning.
CoRR, 2021
UCSL : A Machine Learning Expectation-Maximization Framework for Unsupervised Clustering Driven by Supervised Learning.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021
Proceedings of the Machine Learning in Clinical Neuroimaging - 4th International Workshop, 2021
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021