Ayman El-Baz - Dissemin

All papers authored by Ayman El-Baz

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2020 Hisham Abdeltawab, Fahmi Khalifa, Fatma Taher, Norah Saleh Alghamdi, Mohammed Ghazal, Garth Beache, Tamer Mohamed, Robert Keynton, Ayman El-Baz

A deep learning-based approach for automatic segmentation and quantification of the left ventricle from cardiac cine MR images

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Mohamed Shehata, Ahmed Shalaby, Andrew E. Switala, Maryam El‐Baz, Mohammed Ghazal, Luay Fraiwan, Ashraf Khalil, Mohamed Abou El‐Ghar, Mohamed Abou El‐Ghar, Mohamed Badawy, Ashraf M. Bakr, Amy Dwyer, Adel Elmaghraby, Guruprasad Giridharan, Robert Keynton and 1 other authors

A Multimodal Computer‐Aided Diagnostic System for Precise Identification of Renal Allograft Rejection: Preliminary Results

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Omar Dekhil, Mohamed Ali, Reem Haweel, Yaser Elnakib, Mohammed Ghazal, Hassan Hajjdiab, Luay Fraiwan, Ahmed Shalaby, Ahmed Soliman, Ali Mahmoud, Robert Keynton, Manuel F. Casanova, Gregory Barnes, Ayman El-Baz

A Comprehensive Framework for Differentiating Autism Spectrum Disorder from Neurotypicals by Fusing Structural MRI and Resting State Functional MRI

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This paper is made freely available by the publisher.

Mohammed Ghazal

, Samr Samir Ali

, Ali H. Mahmoud

, Ahmed M. Shalaby

, Ayman El-Baz

Accurate Detection of Non-Proliferative Diabetic Retinopathy in Optical Coherence Tomography Images Using Convolutional Neural Networks

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2019 Ahmed Shaffie, Ahmed Soliman, Hadil Abu Khalifeh, Fatma Taher, Mohammed Ghazal, Neal Dunlap, Adel Elmaghraby, Robert Keynton, Ayman El-Baz

A New System for Lung Cancer Diagnosis based on the Integration of Global and Local CT Features

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Reem Haweel, Omar Dekhil, Ahmed Shalaby, Ali Mahmoud, Mohammed Ghazal, Robert Keynton, Gregory Barnes, Ayman El-Baz

A Machine Learning Approach for Grading Autism Severity Levels Using Task-based Functional MRI

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Ahmed Naglah, Fahmi Khalifa, Narayana Singam, Bahjat Aladili, Mohammad Ghazal, Guruprasad Giridharan, Ashraf Khalil, Adel Elmaghraby, Ayman El-Baz

, Andrew DeFilippis

Computer-Aided Diagnosis of Acute Myocardial Infarction using Time-Dependent Plasma Metabolites

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Yaser ElNakieb, Ahmed Soliman, Ali Mahmoud, Omar Dekhil, Ahemd Shalaby, Mohammed Ghazal, Ashraf Khalil, Andrew Switala, Robert S. Keynton, Gregory N. Barnes, Ayman S. El-Baz

Autism Spectrum Disorder Diagnosis framework using Diffusion Tensor Imaging

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Islam R. Abdelmaksoud, Mohammed Ghazal, Ahmed Shalaby, Mohammed Elmogy, Ahmed Aboulfotouh, Mohamed Abou El-Ghar, Robert Keynton, Ayman El-Baz

An Accurate System for Prostate Cancer Localization from Diffusion-Weighted MRI

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Mohammed Elmogy, Ashraf Khalil, Ahmed Shalaby, Ali Mahmoud, Mohammed Ghazal, Ayman El-Baz

Chronic Wound Healing Assessment System Based on Color and Texture Analysis

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Nabila Eladawi, Mohammed Elmogy, Mohammed Ghazal, Luay Fraiwan, Ahmed Aboelfetouh, Alaa Riad, Harpal Sandhu, Ayman El-Baz

Diabetic Retinopathy Grading Using 3D Multi-path Convolutional Neural Network Based on Fusing Features from OCTA Scans, Demographic, and Clinical Biomarkers

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Ahmed A. Sleman, Ahmed Soliman, Mohammed Ghazal, Harpal Sandhu, Shlomit Schaal, Adel Elmaghraby, Ayman El-Baz

Retinal Layers OCT Scans 3-D Segmentation

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K. Hammouda, F. Khalifa, A. Soliman, M. Ghazal, M. Abou El-Ghar, A. Haddad, M. Elmogy, H. E. Darwish, R. Keynton, A. El-Baz

A Deep Learning-Based Approach for Accurate Segmentation of Bladder Wall using MR Images

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S. Hagagg, F. Khalifa, H. Abdeltawab, A. Elnakib, M. M. Abdelazim, M. Ghazal, H. Sandhu, A. El-Baz

A CNN-Based Framework for Automatic Vitreous Segemntation from OCT Images

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Fatma El-Zahraa A. El-Gamal, Mohammed M. Elmogy, Ashraf Khalil, Mohammed Ghazal, Hassan Soliman, Ahmed Atwan, Robert Keynton, Gregory N. Barnes, Ayman S. El-Baz

A Local/Regional Based CAD System for Early Diagnosis of Alzheimer's Disease Using sMRI Scans

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Hisham Abdeltawab, Fahmi Khalifa, Fatma Taher, Garth Beache, Tamer Mohamed, Adel Elmaghraby, Mohammed Ghazal, Robert Keynton, Ayman El-Baz

Automatic Segmentation and Functional Assessment of the Left Ventricle using U-net Fully Convolutional Network

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Heba Kandil, Ahmed Soliman, Fatma Taher, Mohammed Ghazal, Mohiuddin Hadi, Guruprasad Giridharan, Ayman El-Baz

A CAD System for the Early Prediction of Hypertension based on Changes in Cerebral Vasculature

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This paper was not found in any repository; the policy of its publisher is unknown or unclear.

Behnaz Abdollahi, Ayman El-Baz

, Hermann B. Frieboes

Overview of Deep Learning Algorithms Applied to Medical Images

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Mohamed Shehata, Ahmed Shalaby, Ali Mahmoud, Mohammed Ghazal, Hassan Hajjdiab, Mohammed A. Badawy, Mohamed Abou El-Ghar, Ashraf M. Bakr, Amy C. Dwyer, Robert Keynton, Adel Elmaghraby, Ayman El-Baz

Towards Big Data in Acute Renal Rejection

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Nabila Eladawi, Ahmed ElTanboly, Mohammed Elmogy, Mohammed Ghazal, Ali Mahmoud, Ahmed Aboelfetouh, Alaa Riad, Magdi El-Azab, Jasjit S. Suri, Guruprasad Giridharan, Ayman El-Baz

Automatic Detection of Early Signs of Diabetic Retinopathy Based on Feature Fusion from OCT and OCTA Scans

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All papers authored by Ayman El-Baz