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 39 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 33 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 … 26 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 19 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 … 16 2022 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 15 2023 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 10 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 … 10 2020 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 … 5 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, 1-23 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 … 1 2023 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 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 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