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Ali Mahmoud

university of louisville

24H-index
195Paper Count
2.1KCitation Count
Published Papers 37
Publication Date
3D Adversarial Segmentation of Kidney-Transplant Across Multiple MRI Sequences Using Probabilistic and Anatomical Priors
err2026-05-01
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errOAAI
errIsraa Sharaby; Ahmed Alksas; Hossam Magdy Balaha; Ali Mahmoud; Mohammed Badawy; Mohamed Abou El-Ghar; Mohammed Ghazal; Asem M. Ali; Moumen El-Melegy; Sohail Contractor; Ayman El-Baz
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AI-Driven Breast Cancer Diagnosis: A Systematic Review of Imaging Modalities, Deep Learning, and Explainability
errCancers
IF4.4
err2026-04-21
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errOAAI
errMargo Sabry; Hossam Magdy Balaha; Khadiga M. Ali; Ali Mahmoud; Dibson Gondim; Mohammed Ghazal; Tayseer Hassan A. Soliman; Ayman El-Baz
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Mask-UnMask Regions (MUMR) Framework for Classifying AMD Grades Using Inter-Regional Interaction Analysis
err2025-01-01
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errOAAI
errAbdelhalim, Ibrahim; Nadmid, Namuunaa; Elsharkawy, Mohamed; Ghazal, Mohammed; Mahmoud, Ali H.; El-Baz, Ayman
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Explainable AI-Based Approach for Age-Related Macular Degeneration (AMD) Detection via Fundus Imaging
err2025-01-01
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errOAAI
errOsa-Sanchez, Ainhoa; Magdy Balaha, Hossam; Mahmoud, Ali; Sewelam, Ashraf; Ghazal, Mohammed; Garcia-Zapirain, Begonya; El-Baz, Ayman
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H-UDMIR: A Hybrid Unsupervised Deep Learning Framework for Deformable Medical Image Registration
err2025-01-01
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errOAAI
errBalaha, Hossam Magdy; Mahmoud, Ali; Abou El-Ghar, Mohamed; Ghazal, Mohammed; Contractor, Sohail; El-Baz, Ayman
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Advanced OCTA imaging segmentation: Unsupervised, non-linear retinal vessel detection using modified self-organizing maps and joint MGRF modeling
err2024-09-01
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PREAI
errAlksas, Ahmed; Sharafeldeen, Ahmed; Balaha, Hossam; Haq, Mohammad Z.; Mahmoud, Ali; Ghazal, Mohamed; Alghamdi, Norah Saleh; Alhalabi, Marah; Yousaf, Jawad; Sandhu, Harpal; El-Baz, Ayman
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Precise Prostate Cancer Assessment Using IVIM-Based Parametric Estimation of Blood Diffusion from DW-MRI
err2024-06-19
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errOAAI
errBalaha, Hossam Magdy; Ayyad, Sarah M.; Alksas, Ahmed; Shehata, Mohamed; Elsorougy, Ali; Badawy, Mohamed Ali; Abou El-Ghar, Mohamed; Mahmoud, Ali; Alghamdi, Norah Saleh; Ghazal, Mohammed; Contractor, Sohail; El-Baz, Ayman
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An AI-based novel system for predicting respiratory support in COVID-19 patients through CT imaging analysis
err2024-01-08
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errOAAI
errFarahat, Ibrahim Shawky; Sharafeldeen, Ahmed; Ghazal, Mohammed; Alghamdi, Norah Saleh; Mahmoud, Ali; Connelly, James; van Bogaert, Eric; Zia, Huma; Tahtouh, Tania; Aladrousy, Waleed; Tolba, Ahmed Elsaid; Elmougy, Samir; El-Baz, Ayman
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Artificial Intelligence-Based Kidney Segmentation With Modified Cycle-Consistent Generative Adversarial Network and Appearance-Based Shape Prior
err2024-01-01
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errOAAI
errSharaby, Israa; Balaha, Hossam Magdy; Alksas, Ahmed; Mahmoud, Ali; Abou El-Ghar, Mohamed; Khalil, Ashraf; Ghazal, Mohammed; Contractor, Sohail; El-Baz, Ayman
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A personalized classification of behavioral severity of autism spectrum disorder using a comprehensive machine learning framework
err2023-10-09
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errOAAI
errAli, Mohamed T.; Gebreil, Ahmad; Elnakieb, Yaser; Elnakib, Ahmed; Shalaby, Ahmed; Mahmoud, Ali; Sleman, Ahmed; Giridharan, Guruprasad A.; Barnes, Gregory; Elbaz, Ayman S.
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Prediction of Wilms' Tumor Susceptibility to Preoperative Chemotherapy Using a Novel Computer-Aided Prediction System
err2023-01-29
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errOAAI
errSharaby, Israa; Alksas, Ahmed; Nashat, Ahmed; Balaha, Hossam Magdy; Shehata, Mohamed; Gayhart, Mallorie; Mahmoud, Ali; Ghazal, Mohammed; Khalil, Ashraf; Abouelkheir, Rasha T.; Elmahdy, Ahmed; Abdelhalim, Ahmed; Mosbah, Ahmed; El-Baz, Ayman
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Understanding the Role of Connectivity Dynamics of Resting-State Functional MRI in the Diagnosis of Autism Spectrum Disorder: A Comprehensive Study
err2023-01-02
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errOAAI
errElNakieb, Yaser; Ali, Mohamed T.; Elnakib, Ahmed; Shalaby, Ahmed; Mahmoud, Ali; Soliman, Ahmed; Barnes, Gregory Neal; El-Baz, Ayman
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Integrated Deep Learning and Stochastic Models for Accurate Segmentation of Lung Nodules From Computed Tomography Images: A Novel Framework
err2023-01-01
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errOAAI
errYoussef, Bassant E.; Alksas, Ahmed; Shalaby, Ahmed; Mahmoud, Ali H.; Van Bogaert, Eric; Alghamdi, Norah Saleh; Neubacher, Alyssa; Contractor, Sohail; Ghazal, Mohammed; Elmaghraby, Adel S.; El-Baz, Ayman
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Special Issue Computer Aided Diagnosis Sensors
errSENSORS
IF3.5
err2022-10-21
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errOAAI
errEl-Baz, Ayman; Giridharan, Guruprasad A.; Shalaby, Ahmed; Mahmoud, Ali H.; Ghazal, Mohammed
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Role of Imaging and AI in the Evaluation of COVID-19 Infection: A Comprehensive Survey
err2022-09-30
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errOAAI
errElgendy, Mayada; Balaha, Hossam Magdy; Shehata, Mohamed; Alksas, Ahmed; Ghoneim, Mahitab; Sherif, Fatma; Mahmoud, Ali; Elgarayhi, Ahmed; Taher, Fatma; Sallah, Mohammed; Ghazal, Mohammed; El-Baz, Ayman
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State of the Art: Lung Cancer Staging Using Updated Imaging Modalities
err2022-09-22
err10
errOAAI
errBatouty, Nihal M.; Saleh, Gehad A.; Sharafeldeen, Ahmed; Kandil, Heba; Mahmoud, Ali; Shalaby, Ahmed; Yaghi, Maha; Khelifi, Adel; Ghazal, Mohammed; El-Baz, Ayman
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The Role of Different Retinal Imaging Modalities in Predicting Progression of Diabetic Retinopathy: A Survey
errSENSORS
IF3.5
err2022-05-04
err16
errOAAI
errElsharkawy, Mohamed; Elrazzaz, Mostafa; Sharafeldeen, Ahmed; Alhalabi, Marah; Khalifa, Fahmi; Soliman, Ahmed; Elnakib, Ahmed; Mahmoud, Ali; Ghazal, Mohammed; El-Daydamony, Eman; Atwan, Ahmed; Sandhu, Harpal Singh; El-Baz, Ayman
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The Role of 3D CT Imaging in the Accurate Diagnosis of Lung Function in Coronavirus Patients
err2022-03-12
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errOAAI
errFarahat, Ibrahim Shawky; Sharafeldeen, Ahmed; Elsharkawy, Mohamed; Soliman, Ahmed; Mahmoud, Ali; Ghazal, Mohammed; Taher, Fatma; Bilal, Maha; Razek, Ahmed Abdel Khalek Abdel; Aladrousy, Waleed; Elmougy, Samir; Tolba, Ahmed Elsaid; El-Melegy, Moumen; El-Baz, Ayman
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A New Framework for Precise Identification of Prostatic Adenocarcinoma
errSENSORS
IF3.5
err2022-02-26
err7
errOAAI
errAyyad, Sarah M.; Badawy, Mohamed A.; Shehata, Mohamed; Alksas, Ahmed; Mahmoud, Ali; Abou El-Ghar, Mohamed; Ghazal, Mohammed; El-Melegy, Moumen; Abdel-Hamid, Nahla B.; Labib, Labib M.; Ali, H. Arafat; El-Baz, Ayman
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COVID-19 and myocarditis: a brief review
err2022-02-21
err5
errOAAI
errTaher, Fatma; Eysa, Athar; Fahmy, Dalia; Shalaby, Ahmed; Mahmoud, Ali; El-Melegy, Moumen; Razek, Ahmed Abdel Khalek Abdel; El-Baz, Ayman
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