Alexandre Filiot

Alexandre Filiot

Computer vision @ Owkin

Publications

Journal articles

  1. Filiot, A., Ghermi, R., Olivier, A., Jacob, P., Fidon, L., Kain, A. M., Saillard, C., & Schiratti, J.-B. (2023). Scaling Self-Supervised Learning for Histopathology with Masked Image Modeling. MedRxiv.
    paper
  2. Oubenali, N., Messaoud, S., Filiot, A., Lamer, A., & Andrey, P. (2022). Visualization of Medical Concepts Represented using Word Embeddings: a Scoping Review. BMC Medical Informatics and Decision Making, 22(1), 83.
    paper
  3. Guardiolle, V., Bazoge, A., Morin, E., Daille, B., Toublant, D., Bouzille, G., Merel, Y., Pierre-Jean, M., Filiot, A., Cuggia, M., Wargny, M., Lamer, A., & Gourraud, P. A. (2022). Large-scale Matching Algorithm for Linking Biomedical Data Warehouse Records with the National Mortality Database in France. JMIR Medical Informatics, 10(11).
    paper
  4. Coisne, A., Montaigne, D., Ninni, S., Lamblin, N., Lemesle, G., Delsart, P., Filiot, A., Andrey, P., Balaye, P., Butruille, L., Decoin, R., Woitrain, E., Granada, J. F., Staels, B., & Bauters, C. (2022). Diabetes mellitus and cardiovascular mortality across the spectrum of aortic stenosis. Heart.
    paper
  5. Chepy, A., Vivier, S., Bray, F., Ternynck, C., Meneboo, J.-P., Figeac, M., Filiot, A., Guilbert, L., Jendoubi, M., Rolando, C., Launay, D., Dubucquoi, S., Marot, G., & Sobanski, V. (2022). Effects of immunoglobulins G from systemic sclerosis patients in normal dermal fibroblasts: A multi-omics study. Front. Immunol., 13, 904631.
  6. Courtois, M., Filiot, A., & Ficheur, G. (2021). Distribution-Based Similarity Measures Applied to Laboratory Results Matching. Studies in Health Technology and Informatics, 287, 94–98.
    paper

Conference papers

  1. José-García, A., Jacques, J., Filiot, A., Handl, J., Launay, D., Sobanski, V., & Dhaenens, C. (2022). Multi-view Clustering of Heterogeneous Health Data: Application to Systemic Sclerosis. In G. Rudolph, A. V. Kononova, H. Aguirre, P. Kerschke, G. Ochoa, & T. Tušar (Eds.), Parallel Problem Solving from Nature – PPSN XVII (pp. 352–367). Springer International Publishing.
  2. Lamer, A., Filiot, A., Bouillard, Y., Mangold, P., Andrey, P., & Schiro, J. (2021, May). Specifications for the Routine Implementation of Federated Learning in Hospitals Networks. Studies in Health Technology and Informatics, Volume 281: Public Health and Informatics.
    paper
  3. Mangold, P., Filiot, A., Moussa, M., Sobanski, V., Ficheur, G., Andrey, P., & Lamer, A. (2020). A Decentralized Framework for Biostatistics and Privacy Concerns. EFMI Special Topic Conference, Integrated Citizen Centered Digital Health and Social Care(275), 137–141.
    paper code