| MRI breast tumor segmentation using different encoder and decoder CNN architectures M El Adoui, SA Mahmoudi, MA Larhmam, M Benjelloun Computers 8 (3), 52, 2019 | 101 | 2019 |
| A Framework of Vertebra Segmentation Using the Active Shape Model‐Based Approach M Benjelloun, S Mahmoudi, F Lecron International journal of biomedical imaging 2011 (1), 621905, 2011 | 66 | 2011 |
| Multi-input deep learning architecture for predicting breast tumor response to chemotherapy using quantitative MR images M El Adoui, S Drisis, M Benjelloun International journal of computer assisted radiology and surgery 15, 1491-1500, 2020 | 64 | 2020 |
| Automated Breast Tumor Segmentation in DCE-MRI Using Deep Learning M Benjelloun, M El Adoui, MA LARHMAM, SA Mahmoudi The 4th IEEE International Conference on Cloud Computing Technologies and …, 2018 | 52 | 2018 |
| Vertebra identification using template matching model and K-means clustering MA Larhmam, M Benjelloun, S Mahmoudi International journal of computer assisted radiology and surgery 9 (2), 177-187, 2014 | 50 | 2014 |
| Heterogeneous computing for vertebra detection and segmentation in X‐ray images F Lecron, SA Mahmoudi, M Benjelloun, S Mahmoudi, P Manneback International Journal of Biomedical Imaging 2011 (1), 640208, 2011 | 48 | 2011 |
| GPU-based segmentation of cervical vertebra in X-ray images SA Mahmoudi, F Lecron, P Manneback, M Benjelloun, S Mahmoudi 2010 IEEE International Conference on Cluster Computing Workshops and …, 2010 | 46 | 2010 |
| Spine localization in X-ray images using interest point detection M Benjelloun, S Mahmoudi Journal of digital imaging 22 (3), 309-318, 2009 | 45 | 2009 |
| Fully automatic vertebra detection in x-ray images based on multi-class SVM F Lecron, M Benjelloun, S Mahmoudi Medical Imaging 2012: Image Processing 8314, 691-698, 2012 | 41 | 2012 |
| Epileptic seizure detection using EEG signals and extreme gradient boosting P Vanabelle, P De Handschutter, R El Tahry, M Benjelloun, ... Journal of biomedical research 34 (3), 228, 2020 | 38 | 2020 |
| Semi-automatic detection of cervical vertebrae in X-ray images using generalized Hough transform MA Larhmam, S Mahmoudi, M Benjelloun 2012 3rd International Conference on Image Processing Theory, Tools and …, 2012 | 36 | 2012 |
| Fast 3D spine reconstruction of postoperative patients using a multilevel statistical model F Lecron, J Boisvert, S Mahmoudi, H Labelle, M Benjelloun Medical Image Computing and Computer-Assisted Intervention–MICCAI 2012: 15th …, 2012 | 28 | 2012 |
| Reaction cross-section and reduced strong absorption radius measurements of neutron-rich nuclei in the vicinity of closed shells N= 20 and N= 28 A Khouaja, ACC Villari, M Benjelloun, D Hirata, G Auger, H Savajols, ... Nuclear Physics A 780 (1-2), 1-12, 2006 | 28 | 2006 |
| Descriptive image feature for object detection in medical images F Lecron, M Benjelloun, S Mahmoudi Image Analysis and Recognition: 9th International Conference, ICIAR 2012 …, 2012 | 27 | 2012 |
| A PRM approach for early prediction of breast cancer response to chemotherapy based on registered MR images M El Adoui, S Drisis, M Benjelloun International journal of computer assisted radiology and surgery 13, 1233-1243, 2018 | 24 | 2018 |
| Fusion and evaporation-residue cross sections in the 16, 18O+ 92Mo interactions M Benjelloun, W Galster, J Vervier Nuclear Physics A 560 (2), 715-732, 1993 | 24 | 1993 |
| A new approach for cervical vertebrae segmentation S Mahmoudi, M Benjelloun Progress in Pattern Recognition, Image Analysis and Applications: 12th …, 2007 | 22 | 2007 |
| Some experiments to compare rough sets theory and ordinal statistical methods J Teghem, M Benjelloun Intelligent Decision Support: Handbook of Applications and Advances of the …, 1992 | 22 | 1992 |
| Deep learning-based prediction of response to HER2-targeted neoadjuvant chemotherapy from pre-treatment dynamic breast MRI: a multi-institutional validation study N Braman, ME Adoui, M Vulchi, P Turk, M Etesami, P Fu, K Bera, S Drisis, ... arXiv preprint arXiv:2001.08570, 2020 | 21 | 2020 |
| Towards breast cancer response prediction using artificial intelligence and radiomics Y Amkrane, M El Adoui, M Benjelloun 2020 5th International Conference on Cloud Computing and Artificial …, 2020 | 20 | 2020 |
Saïd MahmoudiProfessorAdresse e-mail validée de umons.ac.be
