Mouna Salihoun

According to our database, Mouna Salihoun authored at least 11 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

HDEFG-UFormer: A Hierarchical Depthwise-Expanded Feature Grouping Transformer-Based UNet for Gastrointestinal Disease Segmentation.

Anass Garbaz, Yassine Oukdach, Said Charfi, Mohamed El Ansari, Lahcen Koutti, Mouna Salihoun

IEEE Trans. Syst. Man Cybern. Syst., May, 2026

Pyramid Vision Transformer-Based Multi-Scale Feature Fusion and CNN Decoder for Accurate Colon Polyp Segmentation.

Zakaria Kerkaou, Yassine Oukdach, Mohamed El Ansari, Lahcen Koutti, Mouna Salihoun

IEEE Access, 2026

2025

Combined deep convolutional neural networks for abnormality classification in wireless capsule endoscopy images.

Anass Garbaz, Samira Lafraxo, Said Charfi, Mohamed El Ansari, Lahcen Koutti, Mouna Salihoun

Multim. Tools Appl., October, 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., February, 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., January, 2025

InCoLoTransNet: An Involution-Convolution and Locality Attention-Aware Transformer for Precise Colorectal Polyp Segmentation in GI Images.

Yassine Oukdach, Anass Garbaz, Zakaria Kerkaou, Mohamed El Ansari, Lahcen Koutti, Ahmed Fouad El Ouafdi, Mouna Salihoun

J. Imaging Inform. Medicine, 2025

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

2024

UViT-Seg: An Efficient ViT and U-Net-Based Framework for Accurate Colorectal Polyp Segmentation in Colonoscopy and WCE Images.

Yassine Oukdach, Anass Garbaz, Zakaria Kerkaou, Mohamed El Ansari, Lahcen Koutti, Ahmed Fouad El Ouafdi, Mouna Salihoun

J. Imaging Inform. Medicine, 2024

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

Proceedings of the 11th International Conference on Wireless Networks and Mobile Communications, 2024

2023

GP-SSD: Real-Time Automatic Detection of Polyp Diseases from Gastrointestinal Endoscopic Images.

Meryem Souaidi, Mohamed El Ansari, Lahcen Koutti, Mouna Salihoun

Proceedings of the 17th International Conference on Signal-Image Technology & Internet-Based Systems, 2023

Bleeding Segmentation Based on a Bleeding Feature Engagement Module in Wireless Capsule Endoscopy.

Anass Garbaz, Said Charfi, Mohamed El Ansari, Lahcen Koutti, Mouna Salihoun

Proceedings of the 17th International Conference on Signal-Image Technology & Internet-Based Systems, 2023