Nada M. Elshennawy

Deep-chest: Multi-classification deep learning model for diagnosing COVID-19, pneumonia, and lung cancer chest diseases

Dina M. Ibrahim, Nada M. Elshennawy, Amany Sarhan · Computers in Biology and Medicine · 2021 · 372 citations · Full text

A deep learning architecture for multi-class lung diseases classification using chest X-ray (CXR) images

Goram Mufarah Alshmrani, Qiang Ni, Richard Jiang et al. · Alexandria Engineering Journal · 2022 · 254 citations · Full text

Deep-Pneumonia Framework Using Deep Learning Models Based on Chest X-Ray Images

Nada M. Elshennawy, Dina M. Ibrahim · Diagnostics · 2020 · 191 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

Edge U-Net: Brain tumor segmentation using MRI based on deep U-Net model with boundary information

Ahmed M. Gab Allah, Amany Sarhan, Nada M. Elshennawy · Expert Systems with Applications · 2022 · 176 citations

Image Analysis, Engineering, Medical Imaging +14

Utilizing deep learning models in CSI-based human activity recognition

Eman Shalaby, Nada M. Elshennawy, Amany Sarhan · Neural Computing and Applications · 2022 · 94 citations · Full text

Machine Vision, Machine Learning, Data Science +9