| Scaling Self-Supervised Learning for Histopathology with Masked Image Modeling A Filiot, R Ghermi, A Olivier, P Jacob, L Fidon, A Mac Kain, C Saillard, ... medRxiv, 2023.07.21.23292757v2, 2023 | 100* | 2023 |
| Visualization of medical concepts represented using word embeddings: a scoping review N Oubenali, S Messaoud, A Filiot, A Lamer, P Andrey BMC medical informatics and decision making 22 (1), 83, 2022 | 14 | 2022 |
| A decentralized framework for biostatistics and privacy concerns P Mangold, A Filiot, M Moussa, V Sobanski, G Ficheur, P Andrey, A Lamer Integrated Citizen Centered Digital Health and Social Care, 137-141, 2020 | 10 | 2020 |
| Linking biomedical data warehouse records with the national mortality database in France: large-scale matching algorithm V Guardiolle, A Bazoge, E Morin, B Daille, D Toublant, G Bouzillé, Y Merel, ... JMIR Medical Informatics 10 (11), e36711, 2022 | 9 | 2022 |
| Diabetes mellitus and cardiovascular mortality across the spectrum of aortic stenosis A Coisne, D Montaigne, S Ninni, N Lamblin, G Lemesle, P Delsart, A Filiot, ... Heart 108 (22), 1815-1821, 2022 | 8 | 2022 |
| Effects of Immunoglobulins G from systemic sclerosis patients in normal Dermal fibroblasts: A multi-Omics study A Chepy, S Vivier, F Bray, C Ternynck, JP Meneboo, M Figeac, A Filiot, ... Frontiers in Immunology 13, 904631, 2022 | 8 | 2022 |
| Phikon-v2, a large and public feature extractor for biomarker prediction A Filiot, P Jacob, A Mac Kain, C Saillard arXiv preprint arXiv:2409.09173, 2024 | 6 | 2024 |
| Specifications for the routine implementation of federated learning in hospitals networks A Lamer, A Filiot, Y Bouillard, P Mangold, P Andrey, J Schiro Public Health and Informatics, 128-132, 2021 | 6 | 2021 |
| Multi-view clustering of heterogeneous health data: Application to systemic sclerosis A José-García, J Jacques, A Filiot, J Handl, D Launay, V Sobanski, ... International Conference on Parallel Problem Solving from Nature, 352-367, 2022 | 4 | 2022 |
| Distribution-Based Similarity Measures Applied to Laboratory Results Matching M Courtois, A Filiot, G Ficheur Applying the FAIR Principles to Accelerate Health Research in Europe in the …, 2021 | 1 | 2021 |
| Distilling foundation models for robust and efficient models in digital pathology A Filiot, N Dop, O Tchita, A Riou, R Dubois, T Peeters, D Valter, ... arXiv preprint arXiv:2501.16239, 2025 | | 2025 |
| Improving Model Generalization to Out-of-Domain Data in Histopathology: Leveraging Simple Techniques for External Validation M Lubrano, N Bigaud, T Baiocco-Rodrigues, F Brulport, A Filiot, D Lin Medical Imaging with Deep Learning, 2024 | | 2024 |