| A new transfer learning based approach to magnification dependent and independent classification of breast cancer in histopathological images S Boumaraf, X Liu, Z Zheng, X Ma, C Ferkous Biomedical Signal Processing and Control 63, 102192, 2021 | 121 | 2021 |
| Conventional machine learning versus deep learning for magnification dependent histopathological breast cancer image classification: A comparative study with visual explanation S Boumaraf, X Liu, Y Wan, Z Zheng, C Ferkous, X Ma, Z Li, D Bardou Diagnostics 11 (3), 528, 2021 | 61 | 2021 |
| A new computer‐aided diagnosis system with modified genetic feature selection for bi‐RADS classification of breast masses in mammograms S Boumaraf, X Liu, C Ferkous, X Ma BioMed Research International 2020 (1), 7695207, 2020 | 57 | 2020 |
| A new three-stage curriculum learning approach for deep network based liver tumor segmentation H Li, X Liu, S Boumaraf, W Liu, X Gong, X Ma 2020 International Joint Conference on Neural Networks (IJCNN), 1-6, 2020 | 9 | 2020 |
| Deep distance map regression network with shape-aware loss for imbalanced medical image segmentation H Li, X Liu, S Boumaraf, X Gong, D Liao, X Ma Machine Learning in Medical Imaging: 11th International Workshop, MLMI 2020 …, 2020 | 7 | 2020 |
| A multi-scale and multi-level fusion approach for deep learning-based liver lesion diagnosis in magnetic resonance images with visual explanation Y Wan, Z Zheng, R Liu, Z Zhu, H Zhou, X Zhang, S Boumaraf Life 11 (6), 582, 2021 | 6 | 2021 |
| U-SDRC: a novel deep learning-based method for lesion enhancement in liver CT images Z Zheng, L Ma, S Yang, S Boumaraf, X Liu, X Ma Medical Imaging 2021: Image Processing 11596, 712-723, 2021 | 5 | 2021 |
| A new feature selection method based on monarch butterfly optimization and fisher criterion X Qin, X Liu, S Boumaraf 2019 International Joint Conference on Neural Networks (IJCNN), 1-6, 2019 | 5 | 2019 |
| Bi-Directional LSTM Model For Classification Of Vegetation From Satellite Time Series K Bakhti, MEA Arabi, S Chaib, K Djerriri, MS Karoui, S Boumaraf 2020 Mediterranean and Middle-East Geoscience and Remote Sensing Symposium …, 2020 | 4 | 2020 |
| Web3-enabled Metaverse: The Internet of Digital Twins in a Decentralised Metaverse N Aung, S Dhelim, H Ning, A Kerrache, S Boumaraf, L Chen, MT Kechadi Authorea Preprints, 2024 | 2 | 2024 |
| Conventional Machine Learning versus Deep Learning for Magnification Dependent Histopathological Breast Cancer Image Classification: A Comparative Study with Visual Explanation … S Boumaraf, X Liu, Y Wan, Z Zheng, C Ferkous, X Ma, Z Li, D Bardou s Note: MDPI stays neutral with regard to jurisdictional claims in published …, 2021 | 2 | 2021 |
| Occlusion-aware deep convolutional neural network via homogeneous Tanh-transforms for face parsing J Qiu, W Liu, C Lin, J Li, H Yu, S Boumaraf Image and Vision Computing, 105120, 2024 | | 2024 |
| Dynamic Multi-Domain Knowledge Networks for Chest X-ray Report Generation W Liu, Y Xue, C Lin, S Boumaraf arXiv preprint arXiv:2310.05119, 2023 | | 2023 |
| Cross-domain Robust Deepfake Bias Expansion Network for Face Forgery Detection W Liu, L Li, C Lin, S Boumaraf arXiv preprint arXiv:2310.05124, 2023 | | 2023 |
| Occlusion-Aware Deep Convolutional Neural Network for Face Parsing W Liu, C Lin, H Yu, S Boumaraf Available at SSRN 4266588, 2022 | | 2022 |
