Ayman El-Baz

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 170

Top Venues

Publications

Mohamed El-Sharkawy, Ahmed Sharafeldeen, Fahmi Khalifa, Ahmed Soliman, Ahmed Elnakib, Mohammed Ghazal, Ashraf Sewelam, Aristomenis Thanos, Harpal Singh Sandhu, Ayman El-Baz
A Clinically Explainable AI-Based Grading System for Age-Related Macular Degeneration Using Optical Coherence Tomography. IEEE J. Biomed. Health Informatics 28 (4) (2024)
Amira Bouamrane, Makhlouf Derdour, Ahmed Alksas, Ayman El-Baz
A Transfer Learning Framework for Lung Cancer Classification Using EfficientV2-L: Generalizability Assessment. PAIS (2024)
Derek Abbott, Sonia Aissa, Anuradha Annaswamy, Nirwan Ansari, Jun Cai, Kun-Shan Chen, Yixin Chen, J.-C. Chiao, Ayman El-Baz, Shaikh Fattah, Hoay Gooi, Maya Gokhale, Chih-Lin I, Giuseppe Iannaccone, Yumi Iwashita, Bruce Jacob, Abbas Jamalipour, Bahram Javidi, Weihua Jiang, Okyay Kaynak, Hulya Kirkici, Germano Lambert-Torres, Shengtao Li, Michal Mrozowski, Michele Nappi, Dalma Novak, Hugo Proença, Yi Qian, Zhihua Qu, Susanto Rahardja, Mehrdad Saif, Ali Serpengüzel, Peter H. Siegel, Ashitey Trebi-Ollennu, Daniela Tuninetti, Ge Wang, Keith A. Wear, Andreas Weisshaar, C. Patrick Yue, Enrico Zio
Editor-in-Chief. IEEE Access 12 (2024)
Fatma El-Zahraa A. El-Gamal, Ahmed Sharafeldeen, Eman Alnaghy, Reham Alghandour, Norah Saleh Alghamdi, Khadiga M. A. Seddik, Sameh Shamaa, Amal Aboueleneen, Ahmed Elsaid Tolba, Samir Elmougy, Mohammed Ghazal, Sohail Contractor, Ayman El-Baz
A Novel Machine Learning Approach for Predicting Neoadjuvant Chemotherapy Response in Breast Cancer: Integration of Multimodal Radiomics With Clinical and Molecular Subtype Markers. IEEE Access 12 (2024)
Niveen Nasr El-Den, Mohamed El-Sharkawy, Ibrahim Saleh, Mohammed Ghazal, Ashraf Khalil, Mohammad Z. Haq, Ashraf Sewelam, Hani Mahdi, Ayman El-Baz
AI-based methods for detecting and classifying age-related macular degeneration: a comprehensive review. Artif. Intell. Rev. 57 (9) (2024)
Ahmed Alksas, Ahmed Sharafeldeen, Hossam Magdy Balaha, Mohammad Z. Haq, Ali Mahmoud, Mohammed Ghazal, Norah Saleh Alghamdi, Marah Talal Alhalabi, Jawad Yousaf, Harpal Sandhu, Ayman El-Baz
Advanced OCTA imaging segmentation: Unsupervised, non-linear retinal vessel detection using modified self-organizing maps and joint MGRF modeling. Comput. Methods Programs Biomed. 254 (2024)
Hossam Magdy Balaha, Sarah M. Ayyad, Ahmed Alksas, Ali E. Takieldeen, Mohamed A. Badawy, Mohamed Shehata, Mohamed Abou El-Ghar, Mohammed Ghazal, Ali Mahmoud, Sohail Contractor, Ayman El-Baz
Early Diagnosis of Prostate Cancer Using Parametric Estimation of IVIM from DW-MRI. ICIP (2023)
Bassant E. Youssef, Ahmed Alksas, Ahmed Shalaby, Ali Mahmoud, Eric Van Bogaert, Sohail Contractor, Mohammed Ghazal, Adel Elmaghraby, Ayman El-Baz
A Novel Technique of Pulmonary Nodules Auto Segmentation Using Modified Convolutional Neural Networks. ISBI (2023)
Bassant E. Youssef, Ahmed Alksas, Ahmed Shalaby, Ali H. Mahmoud, Eric Van Bogaert, Norah Saleh Alghamdi, Alyssa Neubacher, Sohail Contractor, Mohammed Ghazal, Adel Said Elmaghraby, Ayman El-Baz
Integrated Deep Learning and Stochastic Models for Accurate Segmentation of Lung Nodules From Computed Tomography Images: A Novel Framework. IEEE Access 11 (2023)
Mohamed T. Azzam, Ahmed Alksas, Hossam Magdy Balaha, Asmaa El-Sayed Hassan, Mohamed Shehata, Nagham E. Mekky, Noha A. Hikal, Basem I. Awad, Ahmad El-Morsy, Mohammed Ghazal, Ayman El-Baz
A Novel Textural and Morphological-Based CAD System for Early and Accurate Diagnosis of Vertebral Tumors. ISBI (2023)
I. Sharaby, Ahmed Alksas, A. Nashat, Hossam Magdy Balaha, Mohamed Shehata, M. Gayhart, Ali Mahmoud, Mohammed Ghazal, Ashraf Khalil, Rasha T. Abouelkheir, Ahmed Elmahdy, A. Abdelhalim, A. Mosbah, Ayman El-Baz
An AI-Based CAP Framework for Wilms' Tumor Preoperative Chemotherapy Susceptibility. ISBI (2023)
Ahmed Sharafeldeen, Ahmed Alksas, Mohammed Ghazal, Maha Yaghi, Adel Khelifi, Ali Mahmoud, Sohail Contractor, Eric Van Bogaert, Ayman El-Baz
Accurate Segmentation for Pathological Lung Based on Integration of 3D Appearance and Surface Models. ICIP (2023)
Oluwatunmise Akinniyi, Imran Razzak, Md Mahmudur Rahman, Harpal Sandhu, Ayman El-Baz, Fahmi Khalifa
Multi-Classification of Retinal Diseases Using a Pyramidal Ensemble Deep Framework. ICIP (2023)
Ahmed Sharafeldeen, Mahmoud Elgafi, Ahmed Elnakib, Ali Mahmoud, Ahmed Elgarayhi, Norah Saleh Alghamdi, Mohammed Sallah, Ayman El-Baz
Diabetic Retinopathy Detection Using 3D OCT Features. ISBI (2023)
Ahmed Alksas, Ahmed Shaffie, Mohammed Ghazal, Fatma Taher, Adel Khelifi, Maha Yaghi, Ahmed Soliman, Eric Van Bogaert, Ayman El-Baz
A novel higher order appearance texture analysis to diagnose lung cancer based on a modified local ternary pattern. Comput. Methods Programs Biomed. 240 (2023)
Mohamed El-Sharkawy, Mostafa Elrazzaz, Ahmed Sharafeldeen, Marah Talal Alhalabi, Fahmi Khalifa, Ahmed Soliman, Ahmed Elnakib, Ali Mahmoud, Mohammed Ghazal, Eman M. El-Daydamony, Ahmed Atwan, Harpal Singh Sandhu, Ayman El-Baz
The Role of Different Retinal Imaging Modalities in Predicting Progression of Diabetic Retinopathy: A Survey. Sensors 22 (9) (2022)
Sarah M. Ayyad, Mohamed A. Badawy, Mohamed Shehata, Ahmed Alksas, Ali Mahmoud, Mohamed Abou El-Ghar, Mohammed Ghazal, Moumen T. El-Melegy, Nahla B. Abdel-Hamid, Labib M. Labib, H. Arafat Ali, Ayman El-Baz
A New Framework for Precise Identification of Prostatic Adenocarcinoma. Sensors 22 (5) (2022)
Mahmoud Elgafi, Ahmed Sharafeldeen, Ahmed Elnakib, Ahmed Elgarayhi, Norah Saleh Alghamdi, Mohammed Sallah, Ayman El-Baz
Detection of Diabetic Retinopathy Using Extracted 3D Features from OCT Images. Sensors 22 (20) (2022)
Sayed Haggag, Fahmi Khalifa, Hisham Abdeltawab, Ahmed Elnakib, Harpal Sandhu, Mohammed Ghazal, A. Sewelam, Mohamed A. Mohamed, Ayman El-Baz
Automated CAD System for Intermediate Uveitis Grading Using Optical Coherence Tomography Images. ISBI (2022)
Ibrahim Yasser, Fahmi Khalifa, Hisham Abdeltawab, Mohammed Ghazal, Harpal Singh Sandhu, Ayman El-Baz
Automated Diagnosis of Optical Coherence Tomography Angiography (OCTA) Based on Machine Learning Techniques. Sensors 22 (6) (2022)
Mohamed T. Ali, Yaser A. Elnakieb, Ahmed Shalaby, Ahmed Elnakib, Ali Mahmoud, Huma Zia, Mohammed Ghazal, Gregory Barnes, Ayman El-Baz
Understanding Autism Using Machine Learning: A Structural MRI Study. ICPR (2022)
Mohamed El-Sharkawy, Ahmed Sharafeldeen, Ahmed Soliman, Fahmi Khalifa, Mohammed Ghazal, Eman M. El-Daydamony, Ahmed Atwan, Harpal Singh Sandhu, Ayman El-Baz
Diabetic Retinopathy Diagnostic CAD System Using 3D-Oct Higher Order Spatial Appearance Model. ISBI (2022)
Ahmed Shaffie, Ahmed Soliman, Victor Van Berkel, Ayman El-Baz
Hand Crafted Features for Efficient Lung Cancer Diagnosis Using Stacked Autoencoder. ICPR (2022)
Ahmed Alksas, Mohamed Shehata, Hala A. A. Atef, Fatma Sherif, Maha Yaghi, Marah Talal Alhalabi, Mohammed Ghazal, Lamiaa El Serougy, Ayman El-Baz
A Comprehensive Non-invasive System for Early Grading of Gliomas. ICPR (2022)
Ahmed Sharafeldeen, Mohamed El-Sharkawy, Ahmed Shaffie, Fahmi Khalifa, A. Soliman, Ahmed Naglah, R. Khaled, M. M. Hussein, Mohammed F. Alrahmawy, Samir Elmougy, J. Yousaf, M. Ghazal, Ayman El-Baz
Thyroid Cancer Diagnostic System using Magnetic Resonance Imaging. ICPR (2022)
Ayman El-Baz, Guruprasad A. Giridharan, Ahmed Shalaby, Ali H. Mahmoud, Mohammed Ghazal
Special Issue "Computer Aided Diagnosis Sensors". Sensors 22 (20) (2022)
Ahmed Naglah, Fahmi Khalifa, Ayman El-Baz, Dibson D. Gondim
Conditional GANs based system for fibrosis detection and quantification in Hematoxylin and Eosin whole slide images. Medical Image Anal. 81 (2022)
Kamal Hammouda, Fahmi Khalifa, M. Ghazal, Hanan E. Darwish, Jawad Yousaf, Ayman El-Baz
A Pyramidal CNN-Based Gleason Grading System Using Digitized Prostate Biopsy Specimens. ICPR (2022)
Maha Yaghi, Huma Zia, Hassan Hajjdiab, Ayman El-Baz, Mohammed Ghazal
Motion Tracked 3D Visualization System for Segmented ROI in Medical Imaging. ArabWIC (2021)
Ahmed Naglah, Fahmi Khalifa, Reem Khaled, Ahmed Abdel Khalek Abdel Razek, Ayman El-Baz
Thyroid Cancer Computer-Aided Diagnosis System using MRI-Based Multi-Input CNN Model. ISBI (2021)
Luca Saba, Mohit Agarwal, Anubhav Patrick, Anudeep Puvvula, Suneet Kr. Gupta, Alessandro Carriero, John R. Laird, George D. Kitas, Amer M. Johri, Antonella Balestrieri, Zeno Falaschi, Alessio Pasche, Vijay Viswanathan, Ayman El-Baz, Iqbal Alam, Abhinav Jain, D. Subbaram Naidu, Ronald Oberleitner, Narendra N. Khanna, Arindam Bit, Mostafa Fatemi, Azra Alizad, Jasjit S. Suri
Six artificial intelligence paradigms for tissue characterisation and classification of non-COVID-19 pneumonia against COVID-19 pneumonia in computed tomography lungs. Int. J. Comput. Assist. Radiol. Surg. 16 (3) (2021)
Ahmed Shaffie, Ahmed Soliman, Hadil Abu Khalifeh, Mohammed Ghazal, Fatma Taher, Adel Elmaghraby, Ayman El-Baz
A Novel Framework for Accurate and Non-Invasive Pulmonary Nodule Diagnosis by Integrating Texture and Contour Descriptors. ISBI (2021)
Reem Haweel, Ahmed Shalaby, Ali Mahmoud, Mohammed Ghazal, Noha Seada, Said Ghoniemy, Gregory Barnes, Ayman El-Baz
A Novel Dwt-Based Discriminant Features Extraction From Task-Based Fmri: An Asd Diagnosis Study Using Cnn. ISBI (2021)
Jasjit S. Suri, Sushant Agarwal, Suneet Kr. Gupta, Anudeep Puvvula, Klaudija Viskovic, Neha Suri, Azra Alizad, Ayman El-Baz, Luca Saba, Mostafa Fatemi, D. Subbaram Naidu
Systematic Review of Artificial Intelligence in Acute Respiratory Distress Syndrome for COVID-19 Lung Patients: A Biomedical Imaging Perspective. IEEE J. Biomed. Health Informatics 25 (11) (2021)
Omar Dekhil, Ahmed Shalaby, Ahmed Soliman, Ali Mahmoud, Maiying Kong, Gregory Barnes, Adel Elmaghraby, Ayman El-Baz
Identifying brain areas correlated with ADOS raw scores by studying altered dynamic functional connectivity patterns. Medical Image Anal. 68 (2021)
Ahmed Sharafeldeen, Mohamed El-Sharkawy, Norah Saleh Alghamdi, Ahmed Soliman, Ayman El-Baz
Precise Segmentation of COVID-19 Infected Lung from CT Images Based on Adaptive First-Order Appearance Model with Morphological/Anatomical Constraints. Sensors 21 (16) (2021)
Mohamed Shaban, Reem Salim, Hadil Abu Khalifeh, Adel Khelifi, Ahmed Shalaby, Shady El-Mashad, Ali Mahmoud, Mohammed Ghazal, Ayman El-Baz
A Deep-Learning Framework for the Detection of Oil Spills from SAR Data. Sensors 21 (7) (2021)
Reem Haweel, Noha Seada, Said Ghoniemy, Norah Saleh Alghamdi, Ayman El-Baz
A CNN Deep Local and Global ASD Classification Approach with Continuous Wavelet Transform Using Task-Based FMRI. Sensors 21 (17) (2021)
Mohit Agarwal, Luca Saba, Suneet Kr. Gupta, Alessandro Carriero, Zeno Falaschi, Alessio Pasche, Pietro Danna, Ayman El-Baz, D. Subbaram Naidu, Jasjit S. Suri
A Novel Block Imaging Technique Using Nine Artificial Intelligence Models for COVID-19 Disease Classification, Characterization and Severity Measurement in Lung Computed Tomography Scans on an Italian Cohort. J. Medical Syst. 45 (3) (2021)
Mohamed Shehata, Ahmed Alksas, Rasha T. Abouelkheir, Ahmed Elmahdy, Ahmed Shaffie, Ahmed Soliman, Mohammed Ghazal, Hadil Abu Khalifeh, Reem Salim, Ahmed Abdel Khalek Abdel Razek, Norah Saleh Alghamdi, Ayman El-Baz
A Comprehensive Computer-Assisted Diagnosis System for Early Assessment of Renal Cancer Tumors. Sensors 21 (14) (2021)
Reem Haweel, Ahmed Shalaby, Ali H. Mahmoud, Mohammed Ghazal, Noha Seada, Said Ghoniemy, Manuel Casanova, Gregory N. Barnes, Ayman El-Baz
A Novel Grading System for Autism Severity Level Using Task-Based Functional MRI: A Response to Speech Study. IEEE Access 9 (2021)
Kamal Hammouda, Fahmi Khalifa, Moumen T. El-Melegy, Mohammed Ghazal, Hanan E. Darwish, Mohamed Abou El-Ghar, Ayman El-Baz
A Deep Learning Pipeline for Grade Groups Classification Using Digitized Prostate Biopsy Specimens. Sensors 21 (20) (2021)
Fatma El-Zahraa A. El-Gamal, Mohammed Elmogy, Ali Mahmoud, Ahmed Shalaby, Andrew E. Switala, Mohammed Ghazal, Hassan Soliman, Ahmed Atwan, Norah Saleh Alghamdi, Gregory N. Barnes, Ayman El-Baz
A Personalized Computer-Aided Diagnosis System for Mild Cognitive Impairment (MCI) Using Structural MRI (sMRI). Sensors 21 (16) (2021)
Mohamed T. Ali, Yaser A. Elnakieb, Ahmed Shalaby, Ali H. Mahmoud, Andy Switala, Mohammed Ghazal, Adel Khelifi, Luay Fraiwan, Georgy Barnes, Ayman El-Baz
Autism Classification Using SMRI: A Recursive Features Selection Based on Sampling from Multi-Level High Dimensional Spaces. ISBI (2021)
Sayed Haggag, Fahmi Khalifa, Hisham Abdeltawab, Ahmed Elnakib, Mohammed Ghazal, Mohamed A. Mohamed, Harpal Sandhu, Norah Saleh Alghamdi, Ayman El-Baz
An Automated CAD System for Accurate Grading of Uveitis Using Optical Coherence Tomography Images. Sensors 21 (16) (2021)
Sarah M. Ayyad, Mohamed Shehata, Ahmed Shalaby, Mohamed Abou El-Ghar, Mohammed Ghazal, Moumen T. El-Melegy, Nahla B. Abdel-Hamid, Labib M. Labib, H. Arafat Ali, Ayman El-Baz
Role of AI and Histopathological Images in Detecting Prostate Cancer: A Survey. Sensors 21 (8) (2021)
Yaser A. Elnakieb, Mohamed T. Ali, Ahmed Elnakib, Ahmed Shalaby, Ahmed Soliman, Ali Mahmoud, Mohammed Ghazal, Gregory N. Barnes, Ayman El-Baz
The Role of Diffusion Tensor MR Imaging (DTI) of the Brain in Diagnosing Autism Spectrum Disorder: Promising Results. Sensors 21 (24) (2021)
Kamal Hammouda, Fahmi Khalifa, Ahmed Soliman, Mohammed Ghazal, Mohamed Abou El-Ghar, Mohammed Ali Badawy, Hanan E. Darwish, Adel Khelifi, Ayman El-Baz
A multiparametric MRI-based CAD system for accurate diagnosis of bladder cancer staging. Comput. Medical Imaging Graph. 90 (2021)
Mohamed Shehata, Ahmed Alksas, Rasha T. Abouelkheir, Ahmed Elmahdy, Ahmed Shaffie, Ahmed Soliman, Mohammed Ghazal, Hadil Abu Khalifeh, Ahmed Abdel Razek, Ayman El-Baz
A New Computer-Aided Diagnostic (Cad) System For Precise Identification Of Renal Tumors. ISBI (2021)
Islam R. Abdelmaksoud, Ahmed Shalaby, Ali Mahmoud, Mohammed Elmogy, Ahmed Aboelfetouh, Mohamed Abou El-Ghar, Moumen T. El-Melegy, Norah Saleh Alghamdi, Ayman El-Baz
Precise Identification of Prostate Cancer from DWI Using Transfer Learning. Sensors 21 (11) (2021)
Ahmed Naglah, Fahmi Khalifa, Reem Khaled, Ahmed Abdel Khalek Abdel Razek, Mohammed Ghazal, Guruprasad Giridharan, Ayman El-Baz
Novel MRI-Based CAD System for Early Detection of Thyroid Cancer Using Multi-Input CNN. Sensors 21 (11) (2021)
Kamal Hammouda, Fahmi Khalifa, Ahmed Soliman, Mohammed Ghazal, Mohamed Abou El-Ghar, M. A. Badawy, Hanan E. Darwish, Ayman El-Baz
A Cad System For Accurate Diagnosis Of Bladder Cancer Staging Using A Multiparametric MRI. ISBI (2021)
Mohammed Ghazal, Samr Samir Ali, Ali H. Mahmoud, Ahmed Shalaby, Ayman El-Baz
Accurate Detection of Non-Proliferative Diabetic Retinopathy in Optical Coherence Tomography Images Using Convolutional Neural Networks. IEEE Access 8 (2020)
Taimur Hassan, Ayman El-Baz, Naoufel Werghi
Autonomous Extraction of Gleason Patterns for Grading Prostate Cancer using Multi-Gigapixel Whole Slide Images. CoRR (2020)
Fatma Taher, Ahmed Soliman, Heba Kandil, Ali Mahmoud, Ahmed Shalaby, Georgy L. Gimel'farb, Ayman El-Baz
Accurate Segmentation of Cerebrovasculature From TOF-MRA Images Using Appearance Descriptors. IEEE Access 8 (2020)
Moustafa Meki, Yu Wang, Palaniappan Sethu, Mohammed Ghazal, Ayman El-Baz, Guruprasad Giridharan
A Sensorless Rotational Speed-Based Control System for Continuous Flow Left Ventricular Assist Devices. IEEE Trans. Biomed. Eng. 67 (4) (2020)
Ahmed Alksas, Mohamed Shehata, Gehad A. Saleh, Ahmed Shaffie, Ahmed Soliman, Mohammed Ghazal, Hadil Abu Khalifeh, Ahmed Abdel Razek, Ayman El-Baz
A Novel Computer-Aided Diagnostic System for Early Assessment of Hepatocellular Carcinoma. ICPR (2020)
Fatma Taher, Ahmed Soliman, Heba Kandil, Ali Mahmoud, Ahmed Shalaby, Georgy L. Gimel'farb, Ayman El-Baz
Precise Cerebrovascular Segmentation. ICIP (2020)
Lixue Liang, Zhehuan Tan, Kairong Qin, Yong Luan, Guruprasad A. Giridharan, Ayman El-Baz, Palaniappan Sethu, Yu Wang
A Sensorless Suction-Index based Feedback Control Strategy for Rotary Right Ventricular Assist Devices. ICCA (2020)
Mohamed Shehata, Mohammed Ghazal, Hadil Abu Khalifeh, Ashraf Khalil, Ahmed Shalaby, Amy C. Dwyer, Ashraf M. Bakr, Robert Keynton, Ayman El-Baz
A Deep Learning-Based Cad System For Renal Allograft Assessment: Diffusion, Bold, And Clinical Biomarkers. ICIP (2020)
Kamal Hammouda, Fahmi Khalifa, Ahmed Soliman, Hisham Abdeltawab, Mohammed Ghazal, Mohamed Abou El-Ghar, Ahmed Haddad, Hanan E. Darwish, Robert Keynton, Ayman El-Baz
A 3D CNN with a Learnable Adaptive Shape Prior for Accurate Segmentation of Bladder Wall Using MR Images. ISBI (2020)
Hisham Abdeltawab, Fahmi Khalifa, Fatma Taher, Norah Saleh Alghamdi, Mohammed Ghazal, Garth M. 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. Comput. Medical Imaging Graph. 81 (2020)
Yaser A. Elnakieb, Mohamed T. Ali, Ahmed Soliman, Ali H. Mahmoud, Ahmed Shalaby, Norah Saleh Alghamdi, Mohammed Ghazal, Ashraf Khalil, Andrew E. Switala, Robert S. Keynton, Gregory N. Barnes, Ayman El-Baz
Computer Aided Autism Diagnosis Using Diffusion Tensor Imaging. IEEE Access 8 (2020)
Jing Peng, Zhiguo Wang, Kairong Qin, Yong Luan, Guruprasad A. Giridharan, Ayman El-Baz, Palaniappan Sethu, Yu Wang
A New Physiological Control Strategy based on the CardioMEMS Pulmonary Artery Pressure Sensor for Rotary Blood Pumps. ICCA (2020)
Ahmed Shaffie, Ahmed Soliman, Hadil Abu Khalifeh, Mohammed Ghazal, Fatma Taher, Adel Elmaghraby, Robert Keynton, Ayman El-Baz
A Comprehensive Framework For Accurate Classification of Pulmonary Nodules. ICIP (2020)
Mohammed Ghazal, Ali Mahmoud, Ahmed Shalaby, Shams Shaker, Adel Khelifi, Ayman El-Baz
Precise Statistical Approach for Leaf Segmentation. ICIP (2020)
Lixue Liang, Moustafa Meki, Weibin Wang, Palaniappan Sethu, Ayman El-Baz, Guruprasad A. Giridharan, Yu Wang
A suction index based control system for rotary blood pumps. Biomed. Signal Process. Control. 62 (2020)
Heba Kandil, Ahmed Soliman, Fatma Taher, Mohammed Ghazal, Mohiuddin Hadi, Adel Elmaghraby, Ayman El-Baz
Analysis Of The Importance Of Systolic Blood Pressure Versus Diastolic Blood Pressure In Diagnosing Hypertension: MRA Study. ICIP (2020)
Reem Haweel, Omar Dekhil, Ahmed Shalaby, Ali H. Mahmoud, Mohammed Ghazal, Ashraf Khalil, Robert Keynton, Gregory Barnes, Ayman El-Baz
A Novel Framework for Grading Autism Severity Using Task-Based FMRI. ISBI (2020)
Islam Reda, Mohammed Ghazal, Ahmed Shalaby, Mohammed Elmogy, Ahmed Aboulfotouh, Mohamed Abou El-Ghar, Adel Elmaghraby, Robert Keynton, Ayman El-Baz
Detecting Prostate Cancer Using A CNN-Based System Without Segmentation. ISBI (2019)
Hisham Abdeltawab, Fahmi Khalifa, Fatma Taher, Garth M. 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. IST (2019)
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. IST (2019)
Ahmed Shaffie, Ahmed Soliman, Hadil Abu Khalifeh, Fatma Taher, Mohammed Ghazal, Neal Dunlap, Adel Elmaghraby, Robert Keynton, Ayman El-Baz
A Novel CT-Based Descriptors for Precise Diagnosis of Pulmonary Nodules. ICIP (2019)
Ahmed Shaffie, Ahmed Soliman, Hadil Abu Khalifeh, Mohammed Ghazal, Fatma Taher, Adel Elmaghraby, Robert Keynton, Ayman El-Baz
Radiomic-Based Framework for Early Diagnosis of Lung Cancer. ISBI (2019)
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. IST (2019)
Nabila Eladawi, Mohammed Elmogy, Mohammed Ghazal, Luay Fraiwan, Ahmed Aboelfetouh, Alaa Eldin M. 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. IST (2019)
Kamal Hammouda, Ayman El-Baz, Fahmi Khalifa, Ahmed Soliman, Mohammed Ghazal, Mohamed Abou El-Ghar, Ahmed Haddad, Mohammed Elmogy, Hanan E. Darwish, Robert Keynton
A Deep Learning-Based Approach for Accurate Segmentation of Bladder Wall using MR Images. IST (2019)
Omar Dekhil, Ahmed Naglah, Mohamed Shaban, Mohammed Ghazal, Fatma Taher, Ayman El-Baz
Deep Learning Based Method for Computer Aided Diagnosis of Diabetic Retinopathy. IST (2019)
Nabila Eladawi, Ahmed ElTanboly, Mohammed Elmogy, Mohammed Ghazal, Luay Fraiwan, Ahmed Aboelfetouh, Alaa Eldin M. Riad, Robert Keynton, Magdi El-Azab, Shlomit Schaal, Ayman El-Baz
Diabetic Retinopathy Early Detection Based on OCT and OCTA Feature Fusion. ISBI (2019)
Mohammed Elmogy, Ashraf Khalil, Ahmed Shalaby, Ali Mahmoud, Mohammed Ghazal, Ayman El-Baz
Chronic Wound Healing Assessment System Based on Color and Texture Analysis. IST (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. IST (2019)
Md. Maniruzzaman, Md. Jahanur Rahman, Benojir Ahammed, Md. Menhazul Abedin, Harman S. Suri, Mainak Biswas, Ayman El-Baz, Petros Bangeas, Georgios Tsoulfas, Jasjit S. Suri
Statistical characterization and classification of colon microarray gene expression data using multiple machine learning paradigms. Comput. Methods Programs Biomed. 176 (2019)
Ashraf Khalil, Mohammed Elmogy, Mohammed Ghazal, Connor Burns, Ayman El-Baz
Chronic Wound Healing Assessment System Based on Different Features Modalities and Non-Negative Matrix Factorization (NMF) Feature Reduction. IEEE Access 7 (2019)
Ahmed A. Sleman, Ahmed Soliman, Mohammed Ghazal, Harpal Sandhu, Shlomit Schaal, Adel Elmaghraby, Ayman El-Baz
Retinal Layers OCT Scans 3-D Segmentation. IST (2019)
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. IST (2019)
Mohamed Shehata, Fahmi Khalifa, Ahmed Soliman, Mohammed Ghazal, Fatma Taher, Mohamed Abou El-Ghar, Amy C. Dwyer, Georgy L. Gimel'farb, Robert Keynton, Ayman El-Baz
Computer-Aided Diagnostic System for Early Detection of Acute Renal Transplant Rejection Using Diffusion-Weighted MRI. IEEE Trans. Biomed. Eng. 66 (2) (2019)
Nabila Eladawi, Mohammed Elmogy, Mohammed Ghazal, Luay Fraiwan, Ahmed Aboelfetouh, Alaa Eldin M. Riad, Harpal Sandhu, Robert Keynton, Ayman El-Baz
Early Signs Detection of Diabetic Retinopathy Using Optical Coherence Tomography Angiography Scans Based on 3D Multi-Path Convolutional Neural Network. ICIP (2019)
Islam Reda, Ayman El-Baz, Mohammed Ghazal, Ahmed Shalaby, Mohammed Elmogy, Ahmed Aboulfotouh, Mohamed Abou El-Ghar, Moumen T. El-Melegy, Ashraf Khalil, Robert Keynton
Detecting and Localizing Prostate Cancer from Diffusion-Weighted Magnetic Resonance Imaging. ICIP (2019)
Mohamed Shehata, Robert Keynton, Ayman El-Baz, Ahmed Shalaby, Mohammed Ghazal, Mohamed Abou El-Ghar, M. A. Badawy, Garth M. Beache, Amy C. Dwyer, Moumen T. El-Melegy, Guruprasad Giridharan
Early Assessment of Renal Transplants Using BOLD-MRI: Promising Results. ICIP (2019)
Mohammed Ghazal, Ali Mahmoud, Ali Aslantas, Ahmed Soliman, Ahmed Shalaby, Jón Atli Benediktsson, Ayman El-Baz
Vegetation Cover Estimation Using Convolutional Neural Networks. IEEE Access 7 (2019)
Ahmed Naglah, Andrew P. DeFilippis, Fahmi Khalifa, Narayana Singam, Bahjat Aladili, Mohammed Ghazal, Guruprasad Giridharan, Ashraf Khalil, Adel Elmaghraby, Ayman El-Baz
Computer-Aided Diagnosis of Acute Myocardial Infarction using Time-Dependent Plasma Metabolites. IST (2019)
Ruba Alkadi, Fatma Taher, Ayman El-Baz, Naoufel Werghi
A Deep Learning-Based Approach for the Detection and Localization of Prostate Cancer in T2 Magnetic Resonance Images. J. Digit. Imaging 32 (5) (2019)
S. Hagagg, Fahmi Khalifa, Hisham Abdeltawab, Ahmed Elnakib, M. M. Abdelazim, Mohammed Ghazal, Harpal Sandhu, Ayman El-Baz
A CNN-Based Framework for Automatic Vitreous Segemntation from OCT Images. IST (2019)
Ahmed ElTanboly, Mohammed Ghazal, Hassan Hajjdiab, Ahmed Shalaby, Andy Switala, Ali Mahmoud, Prasanna K. Sahoo, Magdi El-Azab, Ayman El-Baz
Level sets-based image segmentation approach using statistical shape priors. Appl. Math. Comput. 340 (2019)
Ahmed ElTanboly, Nabila Eladawi, Mohammed Elmogy, Mohammed Ghazal, Luay Fraiwan, Ahmed Aboelfetouh, Alaa Eldin M. Riad, Robert Keynton, Magdi El-Azab, Shlomit Schaal, Harpal Sandhu, Ayman El-Baz
Diabetic Retinopathy Early Detection Based on OCT and OCTA Feature Fusion. ISSPIT (2018)
Mohamed Shehata, Mohammed Ghazal, Garth M. Beache, Mohamed Abou El-Ghar, Amy C. Dwyer, Hassan Hajjdiab, Ashraf Khalil, Ayman El-Baz
Role of Integrating Diffusion Mr Image-Markers with Clinical-Biomarkers For Early Assessment of Renal Transplants. ICIP (2018)
Omar Dekhil, Fatma Taher, Fahmi Khalifa, Garth M. Beache, Adel Elmaghraby, Ayman El-Baz
A Novel Fully Automated CAD System for Left Ventricle Volume Estimation. ISSPIT (2018)
Mohammed M. Elmogy, Begoña García Zapirain, Connor Burns, Adel Elmaghraby, Ayman El-Baz
Tissues Classification for Pressure Ulcer Images Based on 3D Convolutional Neural Network. ICIP (2018)
Omar Dekhil, Hassan Hajjdiab, Babajide O. Ayinde, Ahmed Shalaby, Andy Switala, Dawn Sosnin, Aliaa Elshamekh, Mohammed Ghazal, Robert Keynton, Gregory Barnes, Ayman El-Baz
Using resting state functional MRI to build a personalized autism diagnosis system. ISBI (2018)
Md. Maniruzzaman, Md. Jahanur Rahman, Md. Al-MehediHasan, Harman S. Suri, Md. Menhazul Abedin, Ayman El-Baz, Jasjit S. Suri
Accurate Diabetes Risk Stratification Using Machine Learning: Role of Missing Value and Outliers. J. Medical Syst. 42 (5) (2018)

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Ayman El-Baz