| A comprehensive survey of neighborhood-based recommendation methods C Desrosiers, G Karypis Recommender systems handbook, 107-144, 2010 | 1051 | 2010 |
| Boundary loss for highly unbalanced segmentation H Kervadec, J Bouchtiba, C Desrosiers, E Granger, J Dolz, IB Ayed International conference on medical imaging with deep learning, 285-296, 2019 | 609 | 2019 |
| HyperDense-Net: a hyper-densely connected CNN for multi-modal image segmentation J Dolz, K Gopinath, J Yuan, H Lombaert, C Desrosiers, IB Ayed IEEE transactions on medical imaging 38 (5), 1116-1126, 2018 | 562 | 2018 |
| 3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study J Dolz, C Desrosiers, IB Ayed NeuroImage 170, 456-470, 2018 | 470 | 2018 |
| A comprehensive survey of neighborhood-based recommendation methods X Ning, C Desrosiers, G Karypis Recommender systems handbook, 37-76, 2015 | 411 | 2015 |
| Machine learning for the diagnosis of Parkinson's disease: a review of literature J Mei, C Desrosiers, J Frasnelli Frontiers in aging neuroscience 13, 633752, 2021 | 323 | 2021 |
| Deep co-training for semi-supervised image segmentation J Peng, G Estrada, M Pedersoli, C Desrosiers Pattern Recognition 107, 107269, 2020 | 205 | 2020 |
| Benchmark on automatic six-month-old infant brain segmentation algorithms: the iSeg-2017 challenge L Wang, D Nie, G Li, É Puybareau, J Dolz, Q Zhang, F Wang, J Xia, Z Wu, ... IEEE transactions on medical imaging 38 (9), 2219-2230, 2019 | 205 | 2019 |
| Few-shot 3d multi-modal medical image segmentation using generative adversarial learning AK Mondal, J Dolz, C Desrosiers arXiv preprint arXiv:1810.12241, 2018 | 169 | 2018 |
| IVD-Net: Intervertebral disc localization and segmentation in MRI with a multi-modal UNet J Dolz, C Desrosiers, I Ben Ayed International workshop and challenge on computational methods and clinical …, 2018 | 167 | 2018 |
| Deep CNN ensembles and suggestive annotations for infant brain MRI segmentation J Dolz, C Desrosiers, L Wang, J Yuan, D Shen, IB Ayed Computerized Medical Imaging and Graphics 79, 101660, 2020 | 157 | 2020 |
| Dense multi-path U-Net for ischemic stroke lesion segmentation in multiple image modalities J Dolz, I Ben Ayed, C Desrosiers International MICCAI Brainlesion Workshop, 271-282, 2018 | 152 | 2018 |
| Hippocampus and amygdala radiomic biomarkers for the study of autism spectrum disorder A Chaddad, C Desrosiers, L Hassan, C Tanougast BMC neuroscience 18, 1-12, 2017 | 114 | 2017 |
| Comparing fully automated state-of-the-art cerebellum parcellation from magnetic resonance images A Carass, JL Cuzzocreo, S Han, CR Hernandez-Castillo, PE Rasser, ... Neuroimage 183, 150-172, 2018 | 108 | 2018 |
| Multiregion segmentation of bladder cancer structures in MRI with progressive dilated convolutional networks J Dolz, X Xu, J Rony, J Yuan, Y Liu, E Granger, C Desrosiers, X Zhang, ... Medical physics 45 (12), 5482-5493, 2018 | 103 | 2018 |
| Deep radiomic analysis of MRI related to Alzheimer’s disease A Chaddad, C Desrosiers, T Niazi Ieee Access 6, 58213-58221, 2018 | 91 | 2018 |
| Esophagus segmentation in CT via 3D fully convolutional neural network and random walk T Fechter, S Adebahr, D Baltas, I Ben Ayed, C Desrosiers, J Dolz Medical physics 44 (12), 6341-6352, 2017 | 91 | 2017 |
| Constrained deep networks: Lagrangian optimization via log-barrier extensions H Kervadec, J Dolz, J Yuan, C Desrosiers, E Granger, IB Ayed 2022 30th European Signal Processing Conference (EUSIPCO), 962-966, 2022 | 79 | 2022 |
| Self-paced contrastive learning for semi-supervised medical image segmentation with meta-labels J Peng, P Wang, C Desrosiers, M Pedersoli Advances in Neural Information Processing Systems 34, 16686-16699, 2021 | 79 | 2021 |
| Predicting survival time of lung cancer patients using radiomic analysis A Chaddad, C Desrosiers, M Toews, B Abdulkarim Oncotarget 8 (61), 104393, 2017 | 78 | 2017 |
Ismail Ben AyedProfessor, ETS MontrealVerified email at etsmtl.ca
