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Ayman El‐Baz

J.B. Speed School of Engineering

69H-index
953Paper Count
2.0WCitation Count
Published Papers 202
Publication Date
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GRACE-ViT: Grouped Recalibration With Adaptive Contextual Emphasis for Breast Cancer Neoadjuvant Chemotherapy Response Prediction
errTECHNOLOGY IN CANCER RESEARCH & TREATMENT
IF2.8
err2026-07-29
err0
PREAI
errIbrahim Abdelhalim; Norah Saleh Alghamdi; Nithya Rekha Sivakumar; Shakila Basheer; Khadiga M. Ali; Sohail Contractor; Ayman El-Baz
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Bridging Global Attention and Local Hierarchies: A Robust Hybrid Ensemble Framework With Multi-Perspective Explainability for Automated HER2-IHC Scoring
errTECHNOLOGY IN CANCER RESEARCH & TREATMENT
IF2.8
err2026-07-04
err0
PREAI
errHossam Magdy Balaha; Norah Saleh Alghamdi; Nithya Rekha Sivakumar; Shakila Basheer; Khadiga M. Ali; Ayman El-Baz
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3D Adversarial Segmentation of Kidney-Transplant Across Multiple MRI Sequences Using Probabilistic and Anatomical Priors
errDiagnostics
IF3.3
err2026-05-01
err0
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
err0
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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Interpretable Machine Learning-Based Concentric Regional Analysis of OCTA Images for Enhanced Diabetic Retinopathy Detection
errBioengineering
IF3.7
err2026-04-13
err0
errOAAI
errShrouk Mohamed Osman; Ahmed Alksas; Hossam Magdy Balaha; Ali Mahmoud; Ahmed Gamal; Mohamed El-Said Abdel-Hady; Mohamed Moawad Abdelsalam; Abeer Twakol Khalil; Ashraf Sewelam; Ayman El-Baz
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From Hematoxylin and Eosin to Masson’s Trichrome: A Comprehensive Framework for Virtual Stain Transformation in Chronic Liver Disease Diagnosis
errDiagnostics
IF3.3
err2026-03-04
err0
errOAAI
errHossam Magdy Balaha; Khadiga M. Ali; Ali Mahmoud; Ahmed Aboudessouki; Mohamed T. Azam; Guruprasad A. Giridharan; Dibson Gondim; Ayman El-Baz
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The cellular flame instability of ammonia/propane laminar flames at elevated pressures
errFuel
IF7.5
err2025-12-07
err0
PREAI
errA.M. Elbaz; O.Z. Arab; W.L. Roberts
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errSave
Analysis of non-reacting and reacting flows in biogas/methane cofiring within a double-swirl burner: role of the inner swirler
errExperimental Thermal and Fluid Science
IF3.3
err2025-11-15
err0
PREAI
errAhmed M. Abdulnaim; Ahmed H. Elkholy; Mohamed Elmously; Hany A. Moneib; Ayman M. Elbaz
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Mixing and stability of inhomogeneous partially premixed stratified turbulent flames of natural gas
errProceedings of the Combustion Institute
IF5.2
err2025-10-30
err0
PREAI
errM.S. Mansour; M.K. Hasanin; M.F. Zayed; H. Kayed; M.A. Hussein; M. Juddoo; W.L. Roberts; A.R. Masri; A.M. Elbaz
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Laminar flame speed of hydrogen-enriched Jet A1: Experimental measurement and kinetic analysis
errInternational Journal of Hydrogen Energy
IF8.3
err2025-10-13
err0
PREAI
errCongjie Hong; Janardhanraj Subburaj; Jiabiao Zou; Ayman M. Elbaz; William L. Roberts; Zuohua Huang; Yingjia Zhang; Aamir Farooq
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errSave
A deep learning framework for accurate mammographic mass classification using local context attention module
errMEDICAL PHYSICS
IF3.2
err2025-09-23
err0
PREAI
errAbdelhalim, Ibrahim; Almalki, Yassir; Abdallah, Abdelrahman; Karam, Rasha; Alduraibi, Sharifa; Basha, Mohammad; Mohamed, Hassan; Ghazal, Mohammed; Mahmoud, Ali; Alghamdi, Norah Saleh; Contractor, Sohail; El-Baz, Ayman
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Investigation of Di-tert-butyl peroxide combustion: time-resolved speciation, laminar flame speed, and model evaluation
errCombustion and Flame
IF6.2
err2025-07-24
err0
PREAI
errCongjie Hong; Jiabiao Zou; Janardhanraj Subburaj; Ayman M. Elbaz; William L. Roberts; Yingjia Zhang; Zuohua Huang; Aamir Farooq
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AI-based methods for diagnosing and grading diabetic retinopathy: A comprehensive review
errArtificial Intelligence in Medicine
IF6.2
err2025-07-19
err0
PREAI
errIbrahim Saleh; Niveen Nasr El-Den; Mohamed Elsharkawy; Ali Mahmoud; Ashraf Sewelam; Wei Wang; Mohammed Ghazal; Ayman El-Baz
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AI-based non-invasive imaging technologies for early autism spectrum disorder diagnosis: A short review and future directions
errARTIFICIAL INTELLIGENCE IN MEDICINE
IF6.2
err2025-03-01
err0
PREAI
errAbdelrahim, Mostafa; Khudri, Mohamed; Elnakib, Ahmed; Shehata, Mohamed; Weafer, Kate; Khalil, Ashraf; Saleh, Gehad A.; Batouty, Nihal M.; Ghazal, Mohammed; Contractor, Sohail; Barnes, Gregory; El-Baz, Ayman
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Investigating NO emissions, stability, and flame structure in co-fired premixed NH3/CH4/air swirling flames
errCOMBUSTION AND FLAME
IF6.2
err2025-02-01
err0
PREAI
errElbaz, Ayman M.; Hassan, Zubayr O.; Albalawi, Alfaisal M.; Ahmed, Mahmoud MA.; Abdullah, Marwan; Cenker, Emre; Roberts, William L.
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Cervical vertebral maturation assessment using an innovative artificial intelligence-based imaging analysis system
errBIOMEDICAL SIGNAL PROCESSING AND CONTROL
IF4.9
err2025-02-01
err0
PREAI
errBalaha, Hossam Magdy; Alksas, Ahmed; Fattal, Amine; Sewelam, Amir A.; Aboelmaaty, Wael; Abdel-Ghaffar, Khaled; Deguchi, Toru; El-Baz, Ayman
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Mask-UnMask Regions (MUMR) Framework for Classifying AMD Grades Using Inter-Regional Interaction Analysis
errIEEE ACCESS
IF3.6
err2025-01-01
err0
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
errIEEE ACCESS
IF3.6
err2025-01-01
err0
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
errIEEE ACCESS
IF3.6
err2025-01-01
err0
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
errCOMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
IF4.8
err2024-09-01
err1
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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Research Directions

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Co-authors
Cooperation Journals
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Jay N. Giedd
H-index: 122 · Papers: 338
R
Roberto Bolli
H-index: 114 · Papers: 650
J
Jón Atli Benediktsson
H-index: 103 · Papers: 666
A
Andrew Nicolaides
H-index: 98 · Papers: 805
J
J. Eric Ahlskog
H-index: 95 · Papers: 466
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