Mapping the fine-scale organization and plasticity of the brain vasculature C Kirst, S Skriabine, A Vieites-Prado, T Topilko, P Bertin, G Gerschenfeld, ... Cell 180 (4), 780-795. e25, 2020 | 295 | 2020 |
TorchXRayVision: A library of chest X-ray datasets and models JP Cohen, JD Viviano, P Bertin, P Morrison, P Torabian, M Guarrera, ... International Conference on Medical Imaging with Deep Learning, 231-249, 2022 | 113 | 2022 |
Deup: Direct epistemic uncertainty prediction S Lahlou, M Jain, H Nekoei, VI Butoi, P Bertin, J Rector-Brooks, ... arXiv preprint arXiv:2102.08501, 2021 | 93 | 2021 |
Chester: A web delivered locally computed chest x-ray disease prediction system JP Cohen, P Bertin, V Frappier arXiv preprint arXiv:1901.11210, 2019 | 70 | 2019 |
Causal machine learning for single-cell genomics A Tejada-Lapuerta, P Bertin, S Bauer, H Aliee, Y Bengio, FJ Theis arXiv preprint arXiv:2310.14935, 2023 | 10 | 2023 |
Chester: A web delivered locally computed chest X-ray disease prediction system. arXiv 2019 JP Cohen, P Bertin, V Frappier arXiv preprint arXiv:1901.11210, 2020 | 10 | 2020 |
Chester: a web delivered locally computed chest X-ray disease prediction system. 2019 JP Cohen, P Bertin, V Frappier arXiv preprint arXiv:1901.11210, 1901 | 9 | 1901 |
Recover: sequential model optimization platform for combination drug repurposing identifies novel synergistic compounds in vitro P Bertin, J Rector-Brooks, D Sharma, T Gaudelet, A Anighoro, T Gross, ... arXiv preprint arXiv:2202.04202, 2022 | 8 | 2022 |
RECOVER identifies synergistic drug combinations in vitro through sequential model optimization P Bertin, J Rector-Brooks, D Sharma, T Gaudelet, A Anighoro, T Gross, ... Cell Reports Methods 3 (10), 2023 | 5 | 2023 |
Analysis of gene interaction graphs as prior knowledge for machine learning models P Bertin, M Hashir, M Weiss, V Frappier, TJ Perkins, G Boucher, JP Cohen arXiv preprint arXiv:1905.02295, 2019 | 5 | 2019 |
A web delivered locally computed chest X-ray disease prediction system JP Cohen, P Bertin, V Frappier Chester: A Web Delivered Locally Computed Chest X-Ray Disease Prediction System, 2019 | 5 | 2019 |
Analysis of gene interaction graphs for biasing machine learning models P Bertin, M Hashir, M Weiss, G Boucher, V Frappier, JP Cohen arXiv: Genomics, 2019 | 5 | 2019 |
Chester: a web delivered locally computed chest x-ray disease prediction system. arxiv JP Cohen, P Bertin, V Frappier | 5 | 1901 |
Is graph-based feature selection of genes better than random? M Hashir, P Bertin, M Weiss, V Frappier, TJ Perkins, G Boucher, JP Cohen arXiv preprint arXiv:1910.09600, 2019 | 4 | 2019 |
Prospective Students/Postdocs P Bertin, JP Taylor-King, Y Bengio | | |
A collaboration between Mila and Relation Therapeutics to discover novel synergistic combinations of drugs in vitro P Bertin, JP Taylor-King, Y Bengio | | |
Solve a major physics problem by finding how to predict the dynamics of glass-forming liquids: a challenge P Bertin, MV Apprentissage | | |
Deep Multi Armed Bandit A Nowak, MV Apprentissage, P Bertin | | |