Samy Abd El‐Nabi

Efficient Deep-Learning-Based Autoencoder Denoising Approach for Medical Image Diagnosis

Walid El‐Shafai, Samy Abd El‐Nabi, El‐Sayed M. El‐Rabaie et al. · Computers, materials & continua/Computers, materials & continua (Print) · 2021 · 74 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +18

Traditional and deep-learning-based denoising methods for medical images

Walid El‐Shafai, Samy Abd El‐Nabi, Anas M. Ali et al. · Multimedia Tools and Applications · 2023 · 36 citations

Engineering, Medical Imaging, Medical Image Computing +8

Single image super-resolution approaches in medical images based-deep learning: a survey

Walid El‐Shafai, Anas M. Ali, Samy Abd El‐Nabi et al. · Multimedia Tools and Applications · 2023 · 20 citations

Super-resolution Imaging, Image Analysis, Engineering +13

Efficient implementation of image representation, <scp>visual geometry group with 19 layers</scp> and <scp>residual network with 152 layers</scp> for intrusion detection from <scp>UNSW‐NB15</scp> dataset

Youssef F. Sallam, Samy Abd El‐Nabi, Walid El‐Shafai et al. · Security and Privacy · 2023 · 10 citations

Driver Drowsiness Detection Using Swin Transformer and Diffusion Models for Robust Image Denoising

Samy Abd El‐Nabi, Ahmed Farid Ibrahim, El‐Sayed M. El‐Rabaie et al. · IEEE Access · 2025 · 10 citations · Full text