Search Results - "Elshennawy, Nada M."

Deep-Pneumonia Framework Using Deep Learning Models Based on Chest X-Ray Images by Elshennawy, Nada M., Ibrahim, Dina M.

“…Pneumonia is a contagious disease that causes ulcers of the lungs, and is one of the main reasons for death among children and the elderly in the world…”
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Classification of Brain MRI Tumor Images Based on Deep Learning PGGAN Augmentation by Gab Allah, Ahmed M, Sarhan, Amany M, Elshennawy, Nada M

“…The wide prevalence of brain tumors in all age groups necessitates having the ability to make an early and accurate identification of the tumor type and thus…”
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Early prediction of chronic kidney disease based on ensemble of deep learning models and optimizers by Saif, Dina, Sarhan, Amany M., Elshennawy, Nada M.

“…Recent studies have proven that data analytics may assist in predicting events before they occur, which may impact the outcome of current situations. In the…”
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Deep-Risk: Deep Learning-Based Mortality Risk Predictive Models for COVID-19 by Elshennawy, Nada M, Ibrahim, Dina M, Sarhan, Amany M, Arafa, Mohamed

“…The SARS-CoV-2 virus has proliferated around the world and caused panic to all people as it claimed many lives. Since COVID-19 is highly contagious and spreads…”
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Deep-chest: Multi-classification deep learning model for diagnosing COVID-19, pneumonia, and lung cancer chest diseases by Ibrahim, Dina M., Elshennawy, Nada M., Sarhan, Amany M.

“…Corona Virus Disease (COVID-19) has been announced as a pandemic and is spreading rapidly throughout the world. Early detection of COVID-19 may protect many…”
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Edge U-Net: Brain tumor segmentation using MRI based on deep U-Net model with boundary information by M. Gab Allah, Ahmed, M. Sarhan, Amany, M. Elshennawy, Nada

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A deep learning architecture for multi-class lung diseases classification using chest X-ray (CXR) images by Alshmrani, Goram Mufarah M., Ni, Qiang, Jiang, Richard, Pervaiz, Haris, Elshennawy, Nada M.

“…In 2019, the world experienced the rapid outbreak of the Covid-19 pandemic creating an alarming situation worldwide. The virus targets the respiratory system…”
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A Manta-Ray Hill Climbing Vision Transformer Model for Predicting Ischemic Stroke Outcome by Sarhan, Amany M., Saif, Dina, Elshennawy, Nada M.

“…An ischemic stroke attack can cause permanent damage to healthy brain tissue, leading to a permanent loss of motor or sensory function. It can also result in…”
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Deep-kidney: an effective deep learning framework for chronic kidney disease prediction by Saif, Dina, Sarhan, Amany M., Elshennawy, Nada M.

“…Chronic kidney disease (CKD) is one of today’s most serious illnesses. Because this disease usually does not manifest itself until the kidney is severely…”
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An Improved Energy-Efficient Directed Diffusion Routing Protocol for Wireless Sensor Network by El-Esawy, Shimaa Gamal, Elshennawy, Nada M., Elfishawy, Nawal Ahmed

“…Energy Efficiency and prolonging the network lifetime is an important research issue in Wireless Sensor Network (WSN). Because of the huge number of nodes in…”
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Evaluating QoS using scheduling algorithms in MPLS/VPN/WiMAX networks by Elkarash, Hassan H., Elshennawy, Nada M., Saliam, Elsayed A.

“…Nowadays, real-time applications involving voice over IP (VoIP) and video conferencing are gaining an increasing popularity. MPLS is considered as the most…”
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