Precise Segmentation of COVID-19 Infected Lung from CT Images Based on Adaptive First-Order Appearance Model with Morphological/Anatomical Constraints. - Ahmed Sharafeldeen; Mohamed Elsharkawy 002; Norah Saleh Alghamdi; Ahmed Soliman 001; Ayman El-Baz (Sensors, 2021)

Thyroid Cancer Diagnostic System using Magnetic Resonance Imaging. - Ahmed Sharafeldeen; Mohamed Elsharkawy 002; Ahmed Shaffie; Fahmi Khalifa; Ahmed Soliman 001; Ahmed Naglah; Reem Khaled; Manar Mansour Hussein; Mohammed F. Alrahmawy; Samir Elmougy; Jawad Yousaf; Mohammed Ghazal; et al. (ICPR, 2022)

Diabetic Retinopathy Diagnostic CAD System Using 3D-Oct Higher Order Spatial Appearance Model. - Mohamed Elsharkawy 002; Ahmed Sharafeldeen; Ahmed Soliman 001; Fahmi Khalifa; Mohammed Ghazal; Eman M. El-Daydamony; Ahmed Atwan; Harpal Singh Sandhu; Ayman El-Baz (ISBI, 2022)

The Role of Different Retinal Imaging Modalities in Predicting Progression of Diabetic Retinopathy: A Survey. - Mohamed Elsharkawy 002; Mostafa Elrazzaz; Ahmed Sharafeldeen; Marah Talal Alhalabi; Fahmi Khalifa; Ahmed Soliman 001; Ahmed Elnakib; Ali Mahmoud 001; Mohammed Ghazal; Eman M. El-Daydamony; Ahmed Atwan; Harpal Singh Sandhu; et al. (Sensors, 2022)

Automated Diagnosis of Breast Cancer Using Deep Learning-Based Whole Slide Image Analysis of Molecular Biomarkers. - Ahmed Aboudessouki; Khadiga M. Ali; Mohamed Elsharkawy 002; Ahmed Alksas; Ali Mahmoud 001; Fahmi Khalifa; Mohammed Ghazal; Jawad Yousaf; Hadil Abu Khalifeh; Ayman El-Baz (ICIP, 2023)

MUMR: Mask-UnMask Regions Framework for AMD Grades Classification Based on Inter-regional Interactions. - Ibrahim Abdelhalim; Mohamed Elsharkawy 002; Namuunaa Nadmid; Mohammed Ghazal; Ali Mahmoud 001; Ayman El-Baz (ICPR (28), 2024)

TransNetOCT: An Efficient Transformer-Based Model for 3D-OCT Segmentation Using Prior Shape. - Mohamed Elsharkawy 002; Ibrahim Abdelhalim; Mohammed Ghazal; Mohammad Z. Haq; Rayan Haq; Ali Mahmoud 001; Harpal Singh Sandhu; Aristomenis Thanos; Ayman El-Baz (ICPR (12), 2024)

Twoviewdensity-Pvt: A Vision Transformer System for Accurate Bi-Rads Classification in Breast Cancer Grading From Mammogram Images. - Ibrahim Abdelhalim; Y. Almalki; A. Abbas; Mohamed Elsharkawy 002; R. Karam; S. Alduraibi; Mohammed Ghazal; Ali Mahmoud 001; Sohail Contractor; Ayman El-Baz (ISBI, 2024)

A Clinically Explainable AI-Based Grading System for Age-Related Macular Degeneration Using Optical Coherence Tomography. - Mohamed Elsharkawy 002; Ahmed Sharafeldeen; Fahmi Khalifa; Ahmed Soliman 001; Ahmed Elnakib; Mohammed Ghazal; Ashraf Sewelam; Aristomenis Thanos; Harpal Singh Sandhu; Ayman El-Baz (IEEE J. Biomed. Health Informatics, 2024)

AI-based methods for detecting and classifying age-related macular degeneration: a comprehensive review. - Niveen Nasr El-Den; Mohamed Elsharkawy 002; Ibrahim Saleh; Mohammed Ghazal; Ashraf Khalil; Mohammad Z. Haq; Ashraf Sewelam; Hani Mahdi 001; Ayman El-Baz (Artif. Intell. Rev., 2024)

Enhanced Breast Cancer Molecular Biomarker Classification: A Novel Two-Stage Machine Learning Pipeline for Accurate Histological Analysis of Whole Slide Images. - Ahmed Aboudessouki; Kh. M. Ali; Ahmed Alksas; Mohamed Elsharkawy 002; M. ABO Rahma; Mohammed Ghazal; Nagham E. Mekky; Eman El-Daydamony; Dibson D. Gondim; Ayman El-Baz (ICASSP, 2025)

SABiT-MNet: Scale-Adaptive Autoencoder with BiT-M Model for Identifying AMD Grades. - Niveen Nasr El-Den; Mohamed Elsharkawy 002; Mohammed Ghazal; Ali Mahmoud 001; Harpal Sandhu; Hani Mahdi 001; Ayman El-Baz (ICASSP, 2025)

FMUNet: Frequency Modulation-Based UNet for Octa Segmentation. - Ibrahim Abdelhalim; Mohamed Elsharkawy 002; Ashraf Sewelam; Mohammed Ghazal; Ali Mahmoud 001; Ayman El-Baz (ISBI, 2025)

ISGM-DR: Important Slice-Guided Model for Diabetic Retinopathy Diagnosis Using 3D Oct Images. - Mohamed Elsharkawy 002; Ibrahim Abdelhalim; Mohammed Ghazal; Ali Mahmoud 001; Harpal Sandhu; Ayman El-Baz (ISBI, 2025)

OCT-Trans: A Novel Transformer Backbone with Multimodal Feature Extraction in OCT-Based Retinal Disease Classification. - Mohamed Elsharkawy 002; Ibrahim Abdelhalim; Mohammed Ghazal; Ali Mahmoud 001; Harpal Sandhu; Aristomenis Thanos; Ayman El-Baz (ISBI, 2025)

Mask-UnMask Regions (MUMR) Framework for Classifying AMD Grades Using Inter-Regional Interaction Analysis. - Ibrahim Abdelhalim; Namuunaa Nadmid; Mohamed Elsharkawy 002; Mohammed Ghazal; Ali H. Mahmoud; Ayman El-Baz (IEEE Access, 2025)

Seg-Swin: A Dual-Attention Transformer Model for Advanced AMD Classification and Lesion Detection Using Color Fundus Imaging. - Niveen Nasr El-Den; Mohamed Elsharkawy 002; Ibrahim Saleh; Ali H. Mahmoud; Mohammed Ghazal; Ashraf Khalil; Ashraf Sewelam; Hani Mahdi 001; Ayman El-Baz (IEEE Access, 2025)

Fused-AETNet: A Variational Transformer-Based Framework for Diabetic Retinopathy Classification Using OCT Biomarkers. - Mohamed Elsharkawy 002; Ibrahim Abdelhalim; Ali Mahmoud 001; Ahmed Gamal; Mohamed El-Said Abdel-Hady; Ashraf Sewelam; Ayman El-Baz (IEEE Access, 2025)

AI-based methods for diagnosing and grading diabetic retinopathy: A comprehensive review. - Ibrahim Saleh; Niveen Nasr El-Den; Mohamed Elsharkawy 002; Ali Mahmoud 001; Ashraf Sewelam; Wei Wang; Mohammed Ghazal; Ayman El-Baz (Artif. Intell. Medicine, 2025)

LAPVT: Local Attention-Guided Pyramid Vision Transformers for Retinal Disease Classification. - Assam Albaqami; Mohammed Alnemari; Kaled Alotaibi; Abdullatef Alboalawi; Ibrahim Abdelhalim; Mohamed Elsharkawy 002 (ISBI, 2026)

Protostage-NET: A Clinically Guided Foundation Model With Prototypical Learning for Automated Amd Grading From Oct Images. - Mohamed Elsharkawy 002; Moumen T. El-Melegy; Asem M. Ali; Ali Mahmoud 001; Mohammed Ghazal; Ashraf Khalil; Wei Wang; Ayman El-Baz (ISBI, 2026)

Deep Learning-Based DR Screening from Oct Using Layer-Aware Thickness and Texture Maps. - Sadman Sakib; Mohamed Elsharkawy 002; Moumen T. El-Melegy; Asem M. Ali; Mohammed Ghazal; Fatma Taher; Ayman El-Baz (ISBI, 2026)

Explainable AI for glaucoma detection and classification: a comprehensive review. - Ahmed M. Abd El-Gawad; Sarah Hassan; Mohamed Elsharkawy 002; Shahad Al Hamadani; Aliyah Shivel; Tracy Couch; Ibrahim Saleh; Eman A. Atallah; Mohammed Ghazal; Guruprasad Giridharan; Hanan M. Amer; Abeer Twakol Khalil; et al. (Artif. Intell. Rev., 2026)