Attention-based multiple instance learning with mixed supervision on the camelyon16 dataset P Tourniaire, M Ilie, P Hofman, N Ayache, H Delingette MICCAI Workshop on Computational Pathology, 216-226, 2021 | 16 | 2021 |
MS-CLAM: Mixed Supervision for the classification and localization of tumors in Whole Slide Images P Tourniaire, M Ilie, P Hofman, N Ayache, H Delingette Medical Image Analysis 85, 102763, 2023 | 6 | 2023 |
Deep learning facilitates distinguishing histologic subtypes of pulmonary neuroendocrine tumors on digital whole-slide images M Ilié, J Benzaquen, P Tourniaire, S Heeke, N Ayache, H Delingette, ... Cancers 14 (7), 1740, 2022 | 6 | 2022 |
Machine-learning-based detection and reconstruction from low-resolution samples FAIT AOUDIA, J Hoydis, P Tourniaire, L Dartois US Patent 11,139,866, 2021 | 1 | 2021 |
AI-based selection of imaging and biological markers predictive of therapy response in lung cancer P Tourniaire Université Côte d'Azur, 2023 | | 2023 |
Mixed supervision to improve the classification and localization: Coherence of tumors in histological slides P Tourniaire, M Ilie, P Hofman, N Ayache, H Delingette Cancer Research 82 (12_Supplement), 461-461, 2022 | | 2022 |