Publications (2024)

• Feature Pyramid Network Based Spatial Attention and Cross‐Level Semantic Similarity for Diseases Segmentation From Capsule Endoscopy Images S Charfi, M EL Ansari, L Koutti, I ELjaafari, A ELLahyani International Journal of Imaging Systems and Technology 34 (6), e23194 

• MLFA-UNet: A Multi-Level Feature Assembly UNet for Medical Image Segmentation A Garbaz, Y Oukdach, S Charfi, M El Ansari, L Koutti, M Salihoun Methods • 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

• 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 … 

• Bleeding Segmentation Based on a U-Formed Network with Separable Contextual Feature-Guided in Wireless Capsule Endoscopy Images A Garbaz, Y Oukdach, S Charfi, M El Ansari, L Koutti, M Salihoun 2024 11th International Conference on Wireless Networks and Mobile …

 • 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 … 

• UViT-Seg: An Efficient ViT and U-Net-Based Framework for Accurate Colorectal Polyp Segmentation in Colonoscopy and WCE Images Y Oukdach, A Garbaz, Z Kerkaou, M El Ansari, L Koutti, AF El Ouafdi, ... Journal of Imaging Informatics in Medicine, 1-21 

• 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

• Abnormalities detection from wireless capsule endoscopy images based on embedding learning with triplet loss S Charfi, M El Ansari, L Koutti, A Ellahyani, I Eljaafari Multimedia Tools and Applications, 1-22 

• Advancements in Polyp Detection: A Developed Single Shot Multibox Detector Approach MA Belabbes, Y Oukdach, M Souaidi, L Koutti, S Charfi IEEE Access 

• 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 • Modified residual attention network for abnormalities segmentation and detection in WCE images S Charfi, ME Ansari, L Koutti, A Ellahyani, I Eljaafari Soft Computing, 1-14 

• ViTCA-Net: a framework for disease detection in video capsule endoscopy images using a vision transformer and convolutional neural network with a specific attention mechanism Y Oukdach, Z Kerkaou, M El Ansari, L Koutti, A Fouad El Ouafdi, ... Multimedia Tools and Applications, 1-20 Publications (2023&2022) 

• Bleeding Segmentation Based on a Bleeding Feature Engagement Module in Wireless Capsule Endoscopy A Garbaz, S Charfi, M El Ansari, L Koutti, M Salihoun 2023 17th International Conference on Signal-Image Technology & Internet … 

• GP-SSD: Real-Time Automatic Detection of Polyp Diseases from Gastrointestinal Endoscopic Images M Souaidi, M El Ansari, L Koutti, M Salihoun 2023 17th International Conference on Signal-Image Technology & Internet …

• 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 … 

• Conv-vit: Feature fusion-based detection of gastrointestinal abnormalities using cnn and vit in wce images Y Oukdach, Z Kerkaou, M El Ansari, L Koutti, AF El Ouafdi 2023 10th International Conference on Wireless Networks and Mobile …

• 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 

• 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 

• 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 … 

• Gastrointestinal diseases classification based on deep learning and transfer learning mechanism • Y Oukdach, Z Kerkaou, M El Ansari, L Koutti, AF El Ouafdi 2022 9th international conference on wireless networks and mobile … 

• 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 … 

• Computer-aided diagnosis of polyps, ulcer and bleeding on wireless capsule endoscopy images using deep learning: a systematic review MA BELABBES, L Koutti, S Charfi 2022 IEEE Information Technologies & Smart Industrial Systems (ITSIS), 1-5