Mouna Salihoun

11 papers C 1Journal 8Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	HDEFG-UFormer: A Hierarchical Depthwise-Expanded Feature Grouping Transformer-Based UNet for Gastrointestinal Disease Segmentation. IEEE Trans. Syst. Man Cybern. Syst. Anass Garbaz, Yassine Oukdach, Said Charfi, Mohamed El Ansari, Lahcen Koutti, Mouna Salihoun
2026	J	`jnl`	Pyramid Vision Transformer-Based Multi-Scale Feature Fusion and CNN Decoder for Accurate Colon Polyp Segmentation. IEEE Access Zakaria Kerkaou, Yassine Oukdach, Mohamed El Ansari, Lahcen Koutti, Mouna Salihoun
2025	J	`jnl`	Combined deep convolutional neural networks for abnormality classification in wireless capsule endoscopy images. Multim. Tools Appl. Anass Garbaz, Samira Lafraxo, Said Charfi, Mohamed El Ansari, Lahcen Koutti, Mouna Salihoun
2025	J	`jnl`	DMFC-UFormer: Depthwise multi-scale factorized convolution transformer-based UNet for medical image segmentation. Biomed. Signal Process. Control. Anass Garbaz, Yassine Oukdach, Said Charfi, Mohamed El Ansari, Lahcen Koutti, Mouna Salihoun
2025	J	`jnl`	GSAC-UFormer: Groupwise Self-Attention Convolutional Transformer-Based UNet for Medical Image Segmentation. Cogn. Comput. Anass Garbaz, Yassine Oukdach, Said Charfi, Mohamed El Ansari, Lahcen Koutti, Mouna Salihoun
2025	J	`jnl`	InCoLoTransNet: An Involution-Convolution and Locality Attention-Aware Transformer for Precise Colorectal Polyp Segmentation in GI Images. J. Imaging Inform. Medicine Yassine Oukdach, Anass Garbaz, Zakaria Kerkaou, Mohamed El Ansari, Lahcen Koutti, Ahmed Fouad El Ouafdi, Mouna Salihoun
2025	J	`jnl`	MLFE-UNet: Multi-Level Feature Extraction Transformer-Based UNet for Gastrointestinal Disease Segmentation. Int. J. Imaging Syst. Technol. Anass Garbaz, Yassine Oukdach, Said Charfi, Mohamed El Ansari, Lahcen Koutti, Mouna Salihoun, Samira Lafraxo
2024	C	`conf`	Bleeding Segmentation Based on a U-Formed Network with Separable Contextual Feature-Guided in Wireless Capsule Endoscopy Images. WINCOM Anass Garbaz, Yassine Oukdach, Said Charfi, Mohamed El Ansari, Lahcen Koutti, Mouna Salihoun
2024	J	`jnl`	UViT-Seg: An Efficient ViT and U-Net-Based Framework for Accurate Colorectal Polyp Segmentation in Colonoscopy and WCE Images. J. Imaging Inform. Medicine Yassine Oukdach, Anass Garbaz, Zakaria Kerkaou, Mohamed El Ansari, Lahcen Koutti, Ahmed Fouad El Ouafdi, Mouna Salihoun
2023	—	`conf`	Bleeding Segmentation Based on a Bleeding Feature Engagement Module in Wireless Capsule Endoscopy. SITIS Anass Garbaz, Said Charfi, Mohamed El Ansari, Lahcen Koutti, Mouna Salihoun
2023	—	`conf`	GP-SSD: Real-Time Automatic Detection of Polyp Diseases from Gastrointestinal Endoscopic Images. SITIS Meryem Souaidi, Mohamed El Ansari, Lahcen Koutti, Mouna Salihoun