| A comprehensive survey of neighborhood-based recommendation methods C Desrosiers, G Karypis Recommender systems handbook, 107-144, 2011 | 768 | 2011 |
| 3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study J Dolz, C Desrosiers, IB Ayed NeuroImage 170, 456-470, 2018 | 238 | 2018 |
| A comprehensive survey of neighborhood-based recommendation methods X Ning, C Desrosiers, G Karypis Recommender systems handbook, 37-76, 2015 | 207 | 2015 |
| 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 | 131 | 2018 |
| 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 | 64 | 2019 |
| 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 | 52 | 2019 |
| Esophagus segmentation in CT via 3D fully convolutional neural network and random walk T Fechter, S Adebahr, D Baltas, IB Ayed, C Desrosiers, J Dolz Medical physics 44 (12), 6341-6352, 2017 | 47 | 2017 |
| Within-network classification using local structure similarity C Desrosiers, G Karypis Joint European Conference on Machine Learning and Knowledge Discovery in …, 2009 | 46 | 2009 |
| Hippocampus and amygdala radiomic biomarkers for the study of autism spectrum disorder A Chaddad, C Desrosiers, L Hassan, C Tanougast BMC neuroscience 18 (1), 52, 2017 | 43 | 2017 |
| Vesselwalker: Coronary arteries segmentation using random walks and hessian-based vesselness filter F M'hiri, L Duong, C Desrosiers, M Cheriet 2013 IEEE 10th International Symposium on Biomedical Imaging, 918-921, 2013 | 38 | 2013 |
| 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 | 36 | 2020 |
| 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 | 35 | 2018 |
| Few-shot 3d multi-modal medical image segmentation using generative adversarial learning AK Mondal, J Dolz, C Desrosiers arXiv preprint arXiv:1810.12241, 2018 | 32 | 2018 |
| Predicting survival time of lung cancer patients using radiomic analysis A Chaddad, C Desrosiers, M Toews, B Abdulkarim Oncotarget 8 (61), 104393, 2017 | 32 | 2017 |
| Classifications of multispectral colorectal cancer tissues using convolution neural network H Haj-Hassan, A Chaddad, Y Harkouss, C Desrosiers, M Toews, ... Journal of pathology informatics 8, 2017 | 32 | 2017 |
| Multi texture analysis of colorectal cancer continuum using multispectral imagery A Chaddad, C Desrosiers, A Bouridane, M Toews, L Hassan, ... PloS one 11 (2), e0149893, 2016 | 31 | 2016 |
| Deep radiomic analysis of MRI related to Alzheimer’s disease A Chaddad, C Desrosiers, T Niazi IEEE Access 6, 58213-58221, 2018 | 30 | 2018 |
| Novel radiomic features based on joint intensity matrices for predicting glioblastoma patient survival time A Chaddad, P Daniel, C Desrosiers, M Toews, B Abdulkarim IEEE journal of biomedical and health informatics 23 (2), 795-804, 2018 | 30 | 2018 |
| IVD-Net: Intervertebral disc localization and segmentation in MRI with a multi-modal UNet J Dolz, C Desrosiers, IB Ayed International Workshop and Challenge on Computational Methods and Clinical …, 2018 | 28 | 2018 |
| Using heuristics to find minimal unsatisfiable subformulas in satisfiability problems C Desrosiers, P Galinier, A Hertz, S Paroz Journal of combinatorial optimization 18 (2), 124-150, 2009 | 28 | 2009 |
Jose DolzAssistant Professor, ETS Montreal在 etsmtl.ca 的电子邮件经过验证
