Mixup-privacy: A simple yet effective approach for privacy-preserving segmentation Kim, Bach Ngoc, Dolz, Jose, Jodoin, Pierre-Marc and Desrosiers, Christian. In Information Processing in Medical Imaging : 28th International Conference, IPMI : Proceedings (San Carlos de Bariloche, Argentina, June 18-23, 2023) Coll. « Lecture Notes in Computer Science », vol. 13939.pp. 717-729.Springer. 2023
Advancements in MRI-based radiomics and artificial intelligence for prostate cancer: A comprehensive review and future prospects Chaddad, Ahmad, Tan, Guina, Liang, Xiaojuan, Hassan, Lama, Rathore, Saima, Desrosiers, Christian, Katib, Yousef and Niazi, Tamim. Cancers 2023
Learning joint surface reconstruction and segmentation, from brain images to cortical surface parcellation Gopinath, Karthik, Desrosiers, Christian and Lombaert, Herve. Medical Image Analysis 2023
Active learning for medical image segmentation with stochastic batches Gaillochet, Mélanie, Desrosiers, Christian and Lombaert, Hervé. Medical Image Analysis 2023
Determining regional brain growth in premature and mature infants in relation to age at MRI using deep neural networks Beizaee, Farzad, Bona, Michele, Desrosiers, Christian, Dolz, Jose and Lodygensky, Gregory. Scientific Reports 2023
Towards practical few-shot query sets: Transductive minimum description length inference Martin, Ségolène, Boudiaf, Malik, Chouzenoux, Emilie, Pesquet, Jean-Christophe and Ben Ayed, Ismail. In Advances in Neural Information Processing Systems 35 (NeurIPS 2022) (New Orleans, LA, USA, Nov. 28-Dec. 09, 2022)Neural information processing systems foundation. 2022
Negative evidence matters in interpretable histology image classification Belharbi, Soufiane, Pedersoli, Marco, Ben Ayed, Ismail, McCaffrey, Luke and Granger, Éric. In Medical Imaging with Deep Learning MIDL (Zurich, Switzerland, July 06-08, 2022) Coll. « Proceedings of Machine Learning Research » 2022
TCAM: Temporal class activation maps for object localization in weakly-labeled unconstrained videos Belharbi, Soufiane, Ben Ayed, Ismail, McCaffrey, Luke and Granger, Eric. In 23rd IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (Waikoloa, HI, USA, Jan. 02-07, 2023)pp. 137-146.Institute of Electrical and Electonics Engineers Inc.. Compte des citations dans Scopus : 1. 2023
An automatic deep learning-based system for screening and management of DME Galdran, A., Chakor, H., Kabir, W., Kobbi, R., Liu, B., Dolz, J. and Ben Ayed, I.. Diabetes Research and Clinical Practice 2022
The next LIVIA seminar will be held on Thursday, September 28 at 12h00 in hybrid mode. Title: LIVIA’s infrastructure, servers, and services by Mahdi Dolatkhah, LIVIA’s tech * In person: ETS-LIVIA, room A-3600. * Zoom link: https://etsmtl.zoom.us/j/84820130813 Meeting ID: 848 2013 0813
