Samira Lafraxo

According to our database, Samira Lafraxo authored at least 13 papers between 2020 and 2025.

Collaborative distances:

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

2025

R2A-UNET: double attention mechanisms with residual blocks for enhanced MRI image segmentation.

Noura Bentaher, Samira Lafraxo, Younes Kabbadj, Mohamed Ben Salah, Mohamed El Ansari, Soukaina Wakrim

Multim. Tools Appl., August, 2025

SEDARU-net: a squeeze-excitation dilated based residual U-Net with attention mechanism for automatic melanoma lesion segmentation.

Samira Lafraxo, Mohamed El Ansari, Lahcen Koutti, Zakaria Kerkaou, Meryem Souaidi

Multim. Tools Appl., June, 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

2024

A new hybrid approach for pneumonia detection using chest X-rays based on ACNN-LSTM and attention mechanism.

Samira Lafraxo, Mohamed El Ansari, Lahcen Koutti

Multim. Tools Appl., September, 2024

Computer-aided system for bleeding detection in WCE images based on CNN-GRU network.

Samira Lafraxo, Mohamed El Ansari, Lahcen Koutti

Multim. Tools Appl., 2024

AttDenseUnet : Segmentation of Polyps from Colonoscopic Images Based on Attention-DenseNet-Unet Architecture.

Samira Lafraxo, Mohamed El Ansari, Lahcen Koutti, Zakaria Kerkaou, Meryem Souaidi

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

VGG16U-Net with Attention Based Semantic Segmentation of Gastrointestinal Abnormalities.

Zakaria Kerkaou, Yassine Oukdach, Mohamed El Ansari, Lahcen Koutti, Samira Lafraxo, Meryem Souaidi

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

2023

GastroSegNet: Polyp Segmentation using Colonoscopic Images Based on AttentionU-net Architecture.

Samira Lafraxo, Mohamed El Ansari, Lahcen Koutti

Proceedings of the 10th International Conference on Wireless Networks and Mobile Communications, 2023

2022

MelaNet: an effective deep learning framework for melanoma detection using dermoscopic images.

Samira Lafraxo, Mohamed El Ansari, Said Charfi

Multim. Tools Appl., 2022

Melanoma Lesion Recognition using Deep Convolutional Neural Network and Global Average Pooling.

Samira Lafraxo, Mohamed El Ansari, Lahcen Koutti

Proceedings of the 5th International Conference on Advanced Communication Technologies and Networking, 2022

Bleeding classification in Wireless Capsule Endoscopy Images based on Inception-ResNet-V2 and CNNs.

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

Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2022

2021

CoviNet: Automated COVID-19 Detection from X-rays using Deep Learning Techniques.

Samira Lafraxo, Mohamed El Ansari

Proceedings of the 6th IEEE Congress on Information Science and Technology, 2021

2020

GastroNet: Abnormalities Recognition in Gastrointestinal Tract through Endoscopic Imagery using Deep Learning Techniques.

Samira Lafraxo, Mohamed El Ansari

Proceedings of the 8th International Conference on Wireless Networks and Mobile Communications, 2020