Lahcen Koutti

Université Ibn Zohr — MA

Medicine · Health Sciences

12h-index569citations89works3.32yr avg
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Research Topics

Colorectal Cancer Screening and Detection(18), Gastrointestinal Bleeding Diagnosis and Treatment(18), Advanced Database Systems and Queries(11), AI in cancer detection(11), Semantic Web and Ontologies(9)

Publications89 total

HAT-UNet: Hybrid attention transformer-based U-Net with multi-source fusion for medical image segmentation
Multimedia Tools and Applications·2026
XCC-Net: An X-Shaped Collective Convolution Network Architecture for Medical Image Segmentation
Machine Learning and Knowledge Extraction·2025Open Access
Binary Face Templates with Mobile-Class CNNs: A Reproducible Benchmark for Smart-Card-Constrained Authentication
Data & Metadata·2025Open Access
ISO/IEC-Compliant Match-on-Card Face Verification with Short Binary Templates
arXiv (Cornell University)·2025Open Access
Targeted Reed-Solomon Parity for Binary Face Templates: Repairing Unstable Bits with Negligible On-Card Cost
2025Open Access
Deep Learning-Based Multi-Factor Authentication: A Survey of Biometric and Smart Card Integration Approaches
arXiv (Cornell University)·2025Open Access
A deep learning (DL) framework for gastrointestinal (GI) abnormality classification and localization within WCE images
2025
Smart Applications of Artificial Intelligence and Big Data
2025· 1 cited
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
<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
Corrections to “Advancements in Polyp Detection: A Developed Single Shot Multibox Detector Approach”
IEEE Access·2025· 1 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
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Frequent Co-authors

Mohamed El Ansari(23), Yassine Oukdach(10), Samira Lafraxo(9), Said Charfi(8), Mustapha Machkour(8), Zakaria Kerkaou(7), Anass Garbaz(7), Ahmed Fouad El Ouafdi(5), Hanane Bais(5), Mouna Salihoun(5), Zakaria Boulouard(5), Anass El Haddadi(5), Karim Afdel(4), Meryem Souaidi(4), Amine El Haddadi(4), Abdessamad Elboushaki(3), Rachida Hannane(3), Ilyas El Jaafari(3), Ayoub Ellahyani(3), Abdellah Boulouz(3)