Mohamed El Ansari

Université Ibn Zohr — MA

Medicine · Health Sciences

22h-index1.5kcitations111works3.72yr avg
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Research Topics

Gastrointestinal Bleeding Diagnosis and Treatment(32), Colorectal Cancer Screening and Detection(23), Advanced Vision and Imaging(21), Video Surveillance and Tracking Methods(18), Advanced Neural Network Applications(17)

Publications111 total

XCC-Net: An X-Shaped Collective Convolution Network Architecture for Medical Image Segmentation
Machine Learning and Knowledge Extraction·2025Open Access
CVVEFM Layer: An Edge Detection Inspired Layer for Image Segmentation Tasks
Lecture notes in computer science·2025
A deep learning (DL) framework for gastrointestinal (GI) abnormality classification and localization within WCE images
2025
Classification of gastrointestinal (GI) bleeding in WCE images based on fusing a stabilizing block with Xception
2025
A new pedestrian detection method for intelligent surveillance systems
2025
A novel hybrid deep learning framework for pedestrian detection based on thermal infrared and visible spectrum images
Multimedia Tools and Applications·2025· 1 cited
Combined deep convolutional neural networks for abnormality classification in wireless capsule endoscopy images
Multimedia Tools and Applications·2025· 1 cited
GSAC-UFormer: Groupwise Self-Attention Convolutional Transformer-Based UNet for Medical Image Segmentation
Cognitive Computation·2025· 7 cited
Vision transformer distillation for enhanced gastrointestinal abnormality recognition in wireless capsule endoscopy images
Journal of Medical Imaging·2025· 3 cited
InCoLoTransNet: An Involution-Convolution and Locality Attention-Aware Transformer for Precise Colorectal Polyp Segmentation in GI Images
Journal of Imaging Informatics in Medicine·2025· 1 cited
R2A-UNET: double attention mechanisms with residual blocks for enhanced MRI image segmentation
Multimedia Tools and Applications·2025· 4 cited
<scp>MLFE</scp>‐<scp>UNet</scp>: Multi‐Level Feature Extraction Transformer‐Based <scp>UNet</scp> for Gastrointestinal Disease Segmentation
International Journal of Imaging Systems and Technology·2025· 2 citedOpen Access
DMFC-UFormer: Depthwise multi-scale factorized convolution transformer-based UNet for medical image segmentation
Biomedical Signal Processing and Control·2024· 5 cited
MLFA-UNet: A multi-level feature assembly UNet for medical image segmentation
Methods·2024· 10 citedOpen Access
Feature Pyramid Network Based Spatial Attention and Cross‐Level Semantic Similarity for Diseases Segmentation From Capsule Endoscopy Images
International Journal of Imaging Systems and Technology·2024· 1 citedOpen Access
SEDARU-net: a squeeze-excitation dilated based residual U-Net with attention mechanism for automatic melanoma lesion segmentation
Multimedia Tools and Applications·2024· 2 cited
Embedding a Real-Time Strawberry Detection Model into a Pesticide-Spraying Mobile Robot for Greenhouse Operation
Applied Sciences·2024· 6 citedOpen Access
VGG16U-Net with Attention Based Semantic Segmentation of Gastrointestinal Abnormalities
2024
AttDenseUnet : Segmentation of Polyps from Colonoscopic Images Based on Attention-DenseNet-Unet Architecture
2024
Bleeding Segmentation Based on a U-Formed Network with Separable Contextual Feature-Guided in Wireless Capsule Endoscopy Images
2024
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Frequent Co-authors

Said Charfi(13), Lahcen Koutti(12), Ayoub Ellahyani(8), Meryem Souaidi(8), Samira Lafraxo(8), Lhoussaine Masmoudi(6), Zakaria Kerkaou(6), Ilyas El Jaafari(5), Redouan Lahmyed(5), Abdelaziz Bensrhair(5), Yassine Oukdach(5), Ahmed Fouad El Ouafdi(4), Stéphane Mousset(3), Abdenbi Mazoul(3), Anass Garbaz(3), George Bebis(3), Ilyas EL(2), Abdelkrim Abanay(2), Francisco-Ángel Moreno(2), Abdelkaher Ait Abdelouahad(2)