Samira Lafraxo

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

Samira Lafraxo, Mohamed El Ansari, Said Charfi · Multimedia Tools and Applications · 2022 · 40 citations

Dermoscopic Image, Convolutional Neural Network, Cell Detection +15

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

Samira Lafraxo, Mohamed El Ansari · 2020 · 33 citations

Endoscopic Imagery, Convolutional Neural Network, Engineering +23

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

Samira Lafraxo, Mohamed El Ansari · 2020 · 33 citations · Full text

Convolutional Neural Network, Medical Image Segmentation, Engineering +28

Semantic Segmentation of Digestive Abnormalities from WCE Images by Using AttResU-Net Architecture

Samira Lafraxo, Meryem Souaidi, Mohamed El Ansari et al. · Life · 2023 · 26 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +26

A Multiscale Polyp Detection Approach for GI Tract Images Based on Improved DenseNet and Single-Shot Multibox Detector

Meryem Souaidi, Samira Lafraxo, Zakaria Kerkaou et al. · Diagnostics · 2023 · 23 citations · Full text

Convolutional Neural Network, Engineering, Feature Detection +22