| 3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study J Dolz, C Desrosiers, I Ben Ayed NeuroImage, 2018 | 258 | 2018 |
| Multiregion level-set partitioning of synthetic aperture radar images I Ben Ayed, A Mitiche, Z Belhadj IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2005 | 251* | 2005 |
| Multiregion Image Segmentation by Parametric Kernel Graph Cuts M Ben Salah, A Mitiche, I Ben Ayed IEEE Transactions on Image Processing (TIP), 2011 | 238* | 2011 |
| Variational and Level Set Methods in Image Segmentation A Mitiche, I Ben Ayed Springer Verlag, 2011 | 159 | 2011 |
| HyperDense-Net: A hyper-densely connected CNN for multi-modal image segmentation J Dolz, K Gopinath, J Yuan, H Lombaert, C Desrosiers, I Ben Ayed IEEE Transactions on Medical Imaging (TMI), 2019 | 151 | 2019 |
| Right Ventricle Segmentation From Cardiac MRI: A Collation Study C Petitjean, MA Zuluaga, W Bai, JN Dacher, D Grosgeorge, J Caudron, ... Medical Image Analysis (MedIA), 2015 | 150 | 2015 |
| Polarimetric image segmentation via maximum-likelihood approximation and efficient multiphase level-sets I Ben Ayed, A Mitiche, Z Belhadj IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2006 | 102 | 2006 |
| Constrained-CNN losses for weakly supervised segmentation H Kervadec, J Dolz, M Tang, E Granger, Y Boykov, I Ben Ayed Medical Image Analysis (MedIA), 2019 | 101 | 2019 |
| On Regularized Losses for Weakly-supervised CNN Segmentation M Tang, F Perazzi, A Djelouah, I Ben Ayed, C Schroers, Y Boykov European Conference on Computer Vision (ECCV), 2018 | 97 | 2018 |
| Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses J Rony, LG Hafemann, LS Oliveira, I Ben Ayed, R Sabourin, E Granger IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019 | 95 | 2019 |
| Embedding overlap priors in variational left ventricle tracking I Ben Ayed, S Li, I Ross IEEE Transactions on Medical Imaging (TMI), 2009 | 93 | 2009 |
| Boundary loss for highly unbalanced segmentation H Kervadec, J Bouchtiba, C Desrosiers, E Granger, J Dolz, I Ben Ayed Medical Image Analysis (MedIA), 2021 | 89 | 2021 |
| Graph cuts with invariant object-interaction priors: application to intervertebral disc segmentation I Ben Ayed, K Punithakumar, G Garvin, W Romano, S Li Information Processing in Medical Imaging (IPMI), 2011 | 80 | 2011 |
| Effective level set image segmentation with a kernel induced data term M Ben Salah, A Mitiche, I Ben Ayed IEEE Transactions on Image Processing (TIP), 2010 | 79* | 2010 |
| Max-flow segmentation of the left ventricle by recovering subject-specific distributions via a bound of the Bhattacharyya measure. I Ben Ayed, HM Chen, K Punithakumar, I Ross, S Li Medical Image Analysis (MedIA), 2012 | 76 | 2012 |
| Unsupervised variational image segmentation/classification using a Weibull observation model I Ben Ayed, N Hennane, A Mitiche IEEE Transactions on Image Processing (TIP), 2006 | 74 | 2006 |
| Regional Assessment of Cardiac Left Ventricular Myocardial Function via MRI Statistical Features M Afshin, I Ben Ayed, K Punithakumar, M Law, A Islam, A Goela, T Peters, ... IEEE Transactions on Medical Imaging (TMI), 2014 | 71 | 2014 |
| Left Ventricle Segmentation in MRI via Convex Relaxed Distribution Matching C Nambakhsh, J Yuan, K Punithakumar, A Goela, M Rajchl, TM Peters, ... Medical Image Analysis (MedIA), 2013 | 70 | 2013 |
| A region merging prior for variational level set image segmentation I Ben Ayed, A Mitiche IEEE Transactions on Image Processing (TIP), 2008 | 63* | 2008 |
| Benchmark on Automatic 6-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 (TMI), 2019 | 58 | 2019 |
Jose DolzAssistant Professor, ETS MontrealVerified email at etsmtl.ca
