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

Thyroid Cancer Diagnostic System using Magnetic Resonance Imaging. - Ahmed Sharafeldeen; Mohamed El-Sharkawy; 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 El-Sharkawy; 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 El-Sharkawy; 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)

Detection of Diabetic Retinopathy Using Extracted 3D Features from OCT Images. - Mahmoud Elgafi; Ahmed Sharafeldeen; Ahmed Elnakib; Ahmed Elgarayhi; Norah Saleh Alghamdi; Mohammed Sallah; Ayman El-Baz (Sensors, 2022)

Accurate Segmentation for Pathological Lung Based on Integration of 3D Appearance and Surface Models. - Ahmed Sharafeldeen; Ahmed Alksas; Mohammed Ghazal; Maha Yaghi; Adel Khelifi; Ali Mahmoud 001; Sohail Contractor; Eric Van Bogaert; Ayman El-Baz (ICIP, 2023)

Diabetic Retinopathy Detection Using 3D OCT Features. - Ahmed Sharafeldeen; Mahmoud Elgafi; Ahmed Elnakib; Ali Mahmoud 001; Ahmed Elgarayhi; Norah Saleh Alghamdi; Mohammed Sallah; Ayman El-Baz (ISBI, 2023)

Automated Segmentation of Lung Regions in 3D CT Scans Using Hybrid Unsupervised-Supervised Models. - Ahmed Sharafeldeen; Adel Khelifi; Mohammed Ghazal; Maha Yaghi; Sohail Contractor; Ayman El-Baz (ICIP, 2024)

A Multimodal MRI-based Framework for Thyroid Cancer Diagnosis Using eXplainable Machine Learning. - Ahmed Sharafeldeen; Hossam Magdy Balaha; Ali Mahmoud 001; Reem Khaled; Saher Taman; Manar Mansour Hussein; Mohammed Ghazal; Ayman El-Baz (ICPR (27), 2024)

Unsupervised Segmentation of Pulmonary Regions in 3D CT Scans Optimized Using Transformer Model. - Ahmed Sharafeldeen; Adel Khelifi; Mohammed Ghazal; Maha Yaghi; Ali Mahmoud 001; Sohail Contractor; Ayman El-Baz (ICPR (23), 2024)

Retinal Vascular System Segmentation based on Non-Linear Map-Based Estimation of Joint MGRF Model. - Ahmed Alksas; Ahmed Sharafeldeen; Hossam Magdy Balaha; Mohammed Ghazal; Marah Talal Alhalabi; Ali Mahmoud 001; Rasha Hassan; Jawad Yousaf; Harpal Sandhu; Ayman El-Baz (ISBI, 2024)

A Novel Machine Learning Approach for Predicting Neoadjuvant Chemotherapy Response in Breast Cancer: Integration of Multimodal Radiomics With Clinical and Molecular Subtype Markers. - 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; et al. (IEEE Access, 2024)

Advanced OCTA imaging segmentation: Unsupervised, non-linear retinal vessel detection using modified self-organizing maps and joint MGRF modeling. - Ahmed Alksas; Ahmed Sharafeldeen; Hossam Magdy Balaha; Mohammad Z. Haq; Ali Mahmoud 001; Mohammed Ghazal; Norah Saleh Alghamdi; Marah Talal Alhalabi; Jawad Yousaf; Harpal Sandhu; Ayman El-Baz (Comput. Methods Programs Biomed., 2024)

A Clinically Explainable AI-Based Grading System for Age-Related Macular Degeneration Using Optical Coherence Tomography. - Mohamed El-Sharkawy; 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)

A CT-based Prediction System for Determining Respiratory Support Level in COVID-19 Patients. - Ahmed Sharafeldeen; Hossam Magdy Balaha; Ibrahim Shawky Farahat; Mohammed Ghazal; James Connelly; Eric Van Bogaert; Ayman El-Baz (ICASSP, 2025)

Predicting Response to Neoadjuvant Chemotherapy using Multi-Modal MRI Radiomics and Machine Learning Approaches. - Abdelrahman Gamal; Ahmed Sharafeldeen; Eman Alnaghy; Reham Alghandour; Khadiga M. Ali; Sameh Shamaa; Amal Aboueleneen; Ahmed Elsaid Tolba; Samir Elmougy; Mohammed Ghazal; Sohail Contractor; Ayman El-Baz (ISBI, 2025)

A Comprehensive Deep Learning System With MGRF Modeling for Predicting Breast Cancer Response to Neoadjuvant Chemotherapy. - Ahmed Sharafeldeen; Fatma Taher; Norah Saleh Alghamdi; Eman Alnaghy; Reham Alghandour; Khadiga M. Ali; Sameh Shamaa; Abdelrahman Gamal; Mohammed Ghazal; Sohail Contractor; Ayman El-Baz (IEEE Access, 2025)

Machine Learning Approaches for Speech-Based Alzheimer's Detection: A Comprehensive Survey. - Ahmed Sharafeldeen; Justin Keowen; Ahmed Shaffie (Comput., 2025)