Samira Lafraxo

15 papers C 5Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
HAT-UNet: Hybrid attention transformer-based U-Net with multi-source fusion for medical image segmentation.
Multim. Tools Appl.
Noura Bentaher, Younes Kabbadj, Samira Lafraxo, Mohamed Ben Salah
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
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
2025 J jnl
R2A-UNET: double attention mechanisms with residual blocks for enhanced MRI image segmentation.
Multim. Tools Appl.
Noura Bentaher, Samira Lafraxo, Younes Kabbadj, Mohamed Ben Salah, Mohamed El Ansari, Soukaina Wakrim
2025 J jnl
SEDARU-net: a squeeze-excitation dilated based residual U-Net with attention mechanism for automatic melanoma lesion segmentation.
Multim. Tools Appl.
Samira Lafraxo, Mohamed El Ansari, Lahcen Koutti, Zakaria Kerkaou, Meryem Souaidi
2024 J jnl
A new hybrid approach for pneumonia detection using chest X-rays based on ACNN-LSTM and attention mechanism.
Multim. Tools Appl.
Samira Lafraxo, Mohamed El Ansari, Lahcen Koutti
2024 C conf
AttDenseUnet : Segmentation of Polyps from Colonoscopic Images Based on Attention-DenseNet-Unet Architecture.
WINCOM
Samira Lafraxo, Mohamed El Ansari, Lahcen Koutti, Zakaria Kerkaou, Meryem Souaidi
2024 J jnl
Computer-aided system for bleeding detection in WCE images based on CNN-GRU network.
Multim. Tools Appl.
Samira Lafraxo, Mohamed El Ansari, Lahcen Koutti
2024 C conf
VGG16U-Net with Attention Based Semantic Segmentation of Gastrointestinal Abnormalities.
WINCOM
Zakaria Kerkaou, Yassine Oukdach, Mohamed El Ansari, Lahcen Koutti, Samira Lafraxo, Meryem Souaidi
2023 C conf
GastroSegNet: Polyp Segmentation using Colonoscopic Images Based on AttentionU-net Architecture.
WINCOM
Samira Lafraxo, Mohamed El Ansari, Lahcen Koutti
2022 C conf
Bleeding classification in Wireless Capsule Endoscopy Images based on Inception-ResNet-V2 and CNNs.
CIBCB
Anass Garbaz, Samira Lafraxo, Said Charfi, Mohamed El Ansari, Lahcen Koutti
2022 J jnl
MelaNet: an effective deep learning framework for melanoma detection using dermoscopic images.
Multim. Tools Appl.
Samira Lafraxo, Mohamed El Ansari, Said Charfi
2022 — conf
Melanoma Lesion Recognition using Deep Convolutional Neural Network and Global Average Pooling.
CommNet
Samira Lafraxo, Mohamed El Ansari, Lahcen Koutti
2021 — conf
CoviNet: Automated COVID-19 Detection from X-rays using Deep Learning Techniques.
CIST
Samira Lafraxo, Mohamed El Ansari
2020 C conf
GastroNet: Abnormalities Recognition in Gastrointestinal Tract through Endoscopic Imagery using Deep Learning Techniques.
WINCOM
Samira Lafraxo, Mohamed El Ansari