Santiago Silva
Orcid: 0000-0001-9465-5873Affiliations:
- Université Côte D'Azur, Inria Sophia Antipolis-Méditeranée, Valbonne, France
According to our database1,
Santiago Silva
authored at least 8 papers
between 2017 and 2023.
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Bibliography
2023
Federated learning of biomedical data in multicentric imaging studies. (Apprentissage fédéré de données biomédicales dans les études d'imagerie multicentriques).
PhD thesis, 2023
Fed-BioMed: Open, Transparent and Trusted Federated Learning for Real-world Healthcare Applications.
CoRR, 2023
2022
A Differentially Private Probabilistic Framework for Modeling the Variability Across Federated Datasets of Heterogeneous Multi-View Observations.
CoRR, 2022
FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
2021
Proceedings of the Information Processing in Medical Imaging, 2021
2020
Fed-BioMed: A General Open-Source Frontend Framework for Federated Learning in Healthcare.
Proceedings of the Domain Adaptation and Representation Transfer, and Distributed and Collaborative Learning, 2020
2019
Federated Learning in Distributed Medical Databases: Meta-Analysis of Large-Scale Subcortical Brain Data.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
2017
Characterizing brain patterns in conversion from mild cognitive impairment (MCI) to Alzheimer's disease.
Proceedings of the 13th International Symposium on Medical Information Processing and Analysis, 2017