| The importance of skip connections in biomedical image segmentation M Drozdzal, E Vorontsov, G Chartrand, S Kadoury, C Pal Deep learning and data labeling for medical applications, 179-187, 2016 | 497 | 2016 |
| Magnetic resonance imaging/ultrasound fusion guided prostate biopsy improves cancer detection following transrectal ultrasound biopsy and correlates with multiparametric … PA Pinto, PH Chung, AR Rastinehad, AA Baccala, J Kruecker, ... The Journal of urology 186 (4), 1281-1285, 2011 | 475 | 2011 |
| Deep learning: a primer for radiologists G Chartrand, PM Cheng, E Vorontsov, M Drozdzal, S Turcotte, CJ Pal, ... Radiographics 37 (7), 2113-2131, 2017 | 356 | 2017 |
| Intravoxel incoherent motion MR imaging for prostate cancer: An evaluation of perfusion fraction and diffusion coefficient derived from different b‐value combinations Y Pang, B Turkbey, M Bernardo, J Kruecker, S Kadoury, MJ Merino, ... Magnetic resonance in medicine 69 (2), 553-562, 2013 | 224 | 2013 |
| Learning normalized inputs for iterative estimation in medical image segmentation M Drozdzal, G Chartrand, E Vorontsov, M Shakeri, L Di Jorio, A Tang, ... Medical image analysis 44, 1-13, 2018 | 160 | 2018 |
| The liver tumor segmentation benchmark (lits) P Bilic, PF Christ, E Vorontsov, G Chlebus, H Chen, Q Dou, CW Fu, X Han, ... arXiv preprint arXiv:1901.04056, 2019 | 151 | 2019 |
| On orthogonality and learning recurrent networks with long term dependencies E Vorontsov, C Trabelsi, S Kadoury, C Pal International Conference on Machine Learning, 3570-3578, 2017 | 133 | 2017 |
| Robust, accurate and fast automatic segmentation of the spinal cord B De Leener, S Kadoury, J Cohen-Adad Neuroimage 98, 528-536, 2014 | 132 | 2014 |
| D'Amico risk stratification correlates with degree of suspicion of prostate cancer on multiparametric magnetic resonance imaging AR Rastinehad, AA Baccala, PH Chung, JM Proano, J Kruecker, S Xu, ... The Journal of urology 185 (3), 815-820, 2011 | 120 | 2011 |
| Multimodality image fusion–guided procedures: technique, accuracy, and applications N Abi-Jaoudeh, J Kruecker, S Kadoury, H Kobeiter, AM Venkatesan, ... Cardiovascular and interventional radiology 35 (5), 986-998, 2012 | 116 | 2012 |
| Real-time FDG PET guidance during biopsies and radiofrequency ablation using multimodality fusion with electromagnetic navigation AM Venkatesan, S Kadoury, N Abi-Jaoudeh, EB Levy, R Maass-Moreno, ... Radiology 260 (3), 848-856, 2011 | 107 | 2011 |
| A versatile 3D reconstruction system of the spine and pelvis for clinical assessment of spinal deformities S Kadoury, F Cheriet, C Laporte, H Labelle Medical & biological engineering & computing 45 (6), 591-602, 2007 | 99 | 2007 |
| Sub-cortical brain structure segmentation using F-CNN's M Shakeri, S Tsogkas, E Ferrante, S Lippe, S Kadoury, N Paragios, ... 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), 269-272, 2016 | 91 | 2016 |
| Synthesizing normalized faces from facial identity features F Cole, D Belanger, D Krishnan, A Sarna, I Mosseri, WT Freeman Proceedings of the IEEE conference on computer vision and pattern …, 2017 | 82 | 2017 |
| A novel system for the 3-D reconstruction of the human spine and rib cage from biplanar X-ray images F Cheriet, C Laporte, S Kadoury, H Labelle, J Dansereau IEEE transactions on biomedical engineering 54 (7), 1356-1358, 2007 | 80 | 2007 |
| A three-dimensional retrospective analysis of the evolution of spinal instrumentation for the correction of adolescent idiopathic scoliosis S Kadoury, F Cheriet, M Beauséjour, IA Stokes, S Parent, H Labelle European Spine Journal 18 (1), 23-37, 2009 | 75 | 2009 |
| Spine segmentation in medical images using manifold embeddings and higher-order MRFs S Kadoury, H Labelle, N Paragios IEEE transactions on medical imaging 32 (7), 1227-1238, 2013 | 72 | 2013 |
| Liver segmentation: indications, techniques and future directions A Gotra, L Sivakumaran, G Chartrand, KN Vu, F Vandenbroucke-Menu, ... Insights into imaging 8 (4), 377-392, 2017 | 68 | 2017 |
| Personalized X-ray 3-D reconstruction of the scoliotic spine from hybrid statistical and image-based models S Kadoury, F Cheriet, H Labelle IEEE Transactions on medical imaging 28 (9), 1422-1435, 2009 | 68 | 2009 |
| Automatic segmentation of the spinal cord and spinal canal coupled with vertebral labeling B De Leener, J Cohen-Adad, S Kadoury IEEE transactions on medical imaging 34 (8), 1705-1718, 2015 | 67 | 2015 |
