Covinet: Automated covid-19 detection from x-rays using deep learning techniques S Lafraxo, M El Ansari 2020 6th IEEE Congress on information science and Technology (CiSt), 489-494, 2021 | 41 | 2021 |
MelaNet: an effective deep learning framework for melanoma detection using dermoscopic images S Lafraxo, ME Ansari, S Charfi Multimedia Tools and Applications 81 (11), 16021-16045, 2022 | 37 | 2022 |
Gastronet: Abnormalities recognition in gastrointestinal tract through endoscopic imagery using deep learning techniques S Lafraxo, M El Ansari 2020 8th International Conference on Wireless Networks and Mobile …, 2020 | 32 | 2020 |
Semantic segmentation of digestive abnormalities from wce images by using attresu-net architecture S Lafraxo, M Souaidi, M El Ansari, L Koutti Life 13 (3), 719, 2023 | 23 | 2023 |
A multiscale polyp detection approach for gi tract images based on improved densenet and single-shot multibox detector M Souaidi, S Lafraxo, Z Kerkaou, M El Ansari, L Koutti Diagnostics 13 (4), 733, 2023 | 20 | 2023 |
Bleeding classification in wireless capsule endoscopy images based on inception-resnet-v2 and cnns A Garbaz, S Lafraxo, S Charfi, M El Ansari, L Koutti 2022 IEEE conference on computational intelligence in bioinformatics and …, 2022 | 17 | 2022 |
Computer-aided system for bleeding detection in wce images based on cnn-gru network S Lafraxo, M El Ansari, L Koutti Multimedia Tools and Applications 83 (7), 21081-21106, 2024 | 15 | 2024 |
Regularized convolutional neural network for pneumonia detection trough chest x-rays S Lafraxo, M El Ansari International Conference on Advanced Intelligent Systems for Sustainable …, 2020 | 11 | 2020 |
Icmpv6-based ddos flooding-attack detection using machine and deep learning techniques A El Ksimi, C Leghris, S Lafraxo, VK Verma IETE Journal of Research 70 (4), 3753-3762, 2024 | 6 | 2024 |
Melanoma lesion recognition using deep convolutional neural network and global average pooling S Lafraxo, M El Ansari, L Koutti 2022 5th international conference on advanced communication technologies and …, 2022 | 6 | 2022 |
A new hybrid approach for pneumonia detection using chest X-rays based on ACNN-LSTM and attention mechanism S Lafraxo, M El Ansari, L Koutti Multimedia Tools and Applications 83 (29), 73055-73077, 2024 | 3 | 2024 |
Gastrosegnet: Polyp segmentation using colonoscopic images based on attentionu-net architecture S Lafraxo, M El Ansari, L Koutti 2023 10th International Conference on Wireless Networks and Mobile …, 2023 | 3 | 2023 |
VGG16U-Net with attention based semantic segmentation of gastrointestinal abnormalities Z Kerkaou, Y Oukdach, M El Ansari, L Koutti, S Lafraxo, M Souaidi 2024 11th International Conference on Wireless Networks and Mobile …, 2024 | 1 | 2024 |
R2A-UNET: double attention mechanisms with residual blocks for enhanced MRI image segmentation N Bentaher, S Lafraxo, Y Kabbadj, M Ben Salah, M El Ansari, S Wakrim Multimedia Tools and Applications, 1-31, 2025 | | 2025 |
MLFE‐UNet: Multi‐Level Feature Extraction Transformer‐Based UNet for Gastrointestinal Disease Segmentation A Garbaz, Y Oukdach, S Charfi, M El Ansari, L Koutti, M Salihoun, ... International Journal of Imaging Systems and Technology 35 (1), e70030, 2025 | | 2025 |
SEDARU-net: a squeeze-excitation dilated based residual U-Net with attention mechanism for automatic melanoma lesion segmentation S Lafraxo, M El Ansari, L Koutti, Z Kerkaou, M Souaidi Multimedia Tools and Applications, 1-28, 2024 | | 2024 |
AttDenseUnet: Segmentation of Polyps from Colonoscopic Images Based on Attention-DenseNet-Unet Architecture S Lafraxo, M El Ansari, L Koutti, Z Kerkaou, M Souaidi 2024 11th International Conference on Wireless Networks and Mobile …, 2024 | | 2024 |
Computer aided diagnosis: automatic early cancer detection based on computer vision techniques L SAMIRA | | 2018 |
Dubé, Michael 25 M El Ansari, E Falletti, E Fear, L Ferrario, A Filip, J Finnigan, GB Fogel, ... | | |