Bleeding Segmentation Based on a Bleeding Feature Engagement Module in Wireless Capsule Endoscopy. - Anass Garbaz; Said Charfi; Mohamed El Ansari; Lahcen Koutti; Mouna Salihoun (SITIS, 2023)

GP-SSD: Real-Time Automatic Detection of Polyp Diseases from Gastrointestinal Endoscopic Images. - Meryem Souaidi; Mohamed El Ansari; Lahcen Koutti; Mouna Salihoun (SITIS, 2023)

Bleeding Segmentation Based on a U-Formed Network with Separable Contextual Feature-Guided in Wireless Capsule Endoscopy Images. - Anass Garbaz; Yassine Oukdach; Said Charfi; Mohamed El Ansari; Lahcen Koutti; Mouna Salihoun (WINCOM, 2024)

DMFC-UFormer: Depthwise multi-scale factorized convolution transformer-based UNet for medical image segmentation. - Anass Garbaz; Yassine Oukdach; Said Charfi; Mohamed El Ansari; Lahcen Koutti; Mouna Salihoun (Biomed. Signal Process. Control., 2025)

MLFE-UNet: Multi-Level Feature Extraction Transformer-Based UNet for Gastrointestinal Disease Segmentation. - Anass Garbaz; Yassine Oukdach; Said Charfi; Mohamed El Ansari; Lahcen Koutti; Mouna Salihoun; Samira Lafraxo (Int. J. Imaging Syst. Technol., 2025)

GSAC-UFormer: Groupwise Self-Attention Convolutional Transformer-Based UNet for Medical Image Segmentation. - Anass Garbaz; Yassine Oukdach; Said Charfi; Mohamed El Ansari; Lahcen Koutti; Mouna Salihoun (Cogn. Comput., 2025)