| Fully automatic brain tumor segmentation using end-to-end incremental deep neural networks in MRI images R Saouli, M Akil, R Kachouri Computer methods and programs in biomedicine 166, 39-49, 2018 | 236 | 2018 |
| Fully automatic brain tumor segmentation with deep learning-based selective attention using overlapping patches and multi-class weighted cross-entropy MB Naceura, M Akil, R Saouli, R Kachouri Medical Image Analysis 63, 101692, 2020 | 161 | 2020 |
| A review of approaches investigated for right ventricular segmentation using short‐axis cardiac MRI A Ammari, R Mahmoudi, B Hmida, R Saouli, MH Bedoui IET Image Processing 15 (9), 1845-1868, 2021 | 21 | 2021 |
| Deep Convolutional Neural Networks for Brain tumor segmentation: boosting performance using deep transfer learning: preliminary results M Ben Naceur, M Akil, R Saouli, R Kachouri Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2020 | 13 | 2020 |
| Combined datasets for breast cancer grading based on multi-CNN architectures A Abdelli, R Saouli, K Djemal, I Youkana 2020 Tenth International Conference on Image Processing Theory, Tools and …, 2020 | 12 | 2020 |
| Synthetic medical image generator for data augmentation and anonymisation based on generative adversarial network for glioblastoma tumors growth prediction A Kamli, R Saouli, H Batatia, MB Naceur, I Youkana IET Image Processing 14 (16), 4248-4257, 2020 | 9 | 2020 |
| Parallelization strategy for elementary morphological operators on graphs: distance-based algorithms and implementation on multicore shared-memory architecture I Youkana, J Cousty, R Saouli, M Akil Journal of Mathematical Imaging and Vision 59, 136-160, 2017 | 5 | 2017 |
| Left ventricular segmentation based on a parallel watershed transformation towards an accurate heart function evaluation R Mahmoudi, N Ben Ameur, A Ammari, M Akil, R Saouli, B Hmida, ... IET Image Processing 14 (3), 506-517, 2020 | 4 | 2020 |
| A new online class-weighting approach with deep neural networks for image segmentation of highly unbalanced glioblastoma tumors M Ben Naceur, R Kachouri, M Akil, R Saouli Advances in Computational Intelligence: 15th International Work-Conference …, 2019 | 4 | 2019 |
| Deep-active-learning approach towards accurate right ventricular segmentation using a two-level uncertainty estimation A Ammari, R Mahmoudi, B Hmida, R Saouli, MH Bedoui Computerized Medical Imaging and Graphics 104, 102168, 2023 | 3 | 2023 |
| Slice-level-guided convolutional neural networks to study the right ventricular segmentation using MRI short-axis sequences A Ammari, R Mahmoudi, B Hmida, R Saouli, MH Bedoui 2021 IEEE/ACS 18th International Conference on Computer Systems and …, 2021 | 3 | 2021 |
| Accuracy Assessment of a Deep-Learning Based Segmentation Tool Over Right Ventricle Short-Axis Slices A Ammari, R Mahmoudi, B Hmida, R Saouli, MH Bedoui Digital Health in Focus of Predictive, Preventive and Personalised Medicine …, 2020 | 3 | 2020 |
| Learning System for Defactorization Factor Classification of Factorized Data Dependence Graph R Saouli, M Akil, T Grandpierre IJACT: International Journal of Advancements in Computing Technology 3 (4), 1-13, 2011 | 3 | 2011 |
| Clinical-Guided Strategy Towards a Spatio-Temporal Cardiac MRI Right Ventricular Short-Axis (ST-CMRI-RVSA) Labeled Dataset A Ammari, R Mahmoudi, B Hmida, M Mezri, R Saouli, M Hédi Bedoui SN Computer Science 3 (4), 287, 2022 | 2 | 2022 |
| Multiple instance learning for classifying histopathological images of the breast cancer using residual neural network A Abdelli, R Saouli, K Djemal, I Youkana International Journal of Imaging Systems and Technology 32 (3), 1015-1029, 2022 | 2 | 2022 |
| Fully integrated spatial information to improve FCM algorithm for brain MRI Image segmentation F Chighoub, R Saouli Automatic Control and Computer Sciences 56 (1), 67-82, 2022 | 2 | 2022 |
| Parallelization of Morphological Operators Based on Graphs I Youkana University of Biskra, 2017 | 2 | 2017 |
| Load Balancing and Static Placement/Scheduling Heuristic on Distributed Heterogeneous Architecture R Saouli, M Akil, T Grandpierre International Review on Computers and Software (IRECOS), 227-234, 2007 | 2 | 2007 |
| Data Analysis to investigate the correlation between myocardial injury and SARS-CoV-2 mortality rate N Benameur, R Mahmoudi, A Ammari, Y Arous, R Saouli, MH Bedoui 10th Medical Applications of Informatics and New Approach Workshop, 2020 | 1 | 2020 |
| Parallelization strategy for elementary morphological operators on graphs I Youkana, J Cousty, R Saouli, M Akil International Conference on Discrete Geometry for Computer Imagery, 311-322, 2016 | 1 | 2016 |
