Soufiane Belharbi

Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images via Max-Min Uncertainty

Soufiane Belharbi, Jérôme Rony, José Dolz et al. · IEEE Transactions on Medical Imaging · 2021 · 65 citations

Engineering, Machine Learning, Pathology +24

Spotting L3 slice in CT scans using deep convolutional network and transfer learning

Soufiane Belharbi, Clément Chatelain, Romain Hérault et al. · Computers in Biology and Medicine · 2017 · 57 citations

Computed Tomography, Deep Convolutional Network, Image Analysis +15

Deep Weakly-Supervised Learning Methods for Classification and Localization in Histology Images: A Survey

Jérôme Rony, Soufiane Belharbi, José Dolz et al. · The Journal of Machine Learning for Biomedical Imaging · 2023 · 42 citations · Full text

F-CAM: Full Resolution Class Activation Maps via Guided Parametric Upscaling

Soufiane Belharbi, Aydin Sarraf, Marco Pedersoli et al. · 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) · 2022 · 30 citations

Convolutional Neural Network, Engineering, Machine Learning +17

Deep Weakly-Supervised Learning Methods for Classification and Localization in Histology Images: A Survey

Jérôme Rony, Soufiane Belharbi, José Dolz et al. · arXiv (Cornell University) · 2019 · 27 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +22