Ahmed Sharafeldeen

According to our database, Ahmed Sharafeldeen authored at least 18 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Machine Learning Approaches for Speech-Based Alzheimer's Detection: A Comprehensive Survey.

Ahmed Sharafeldeen, Justin Keowen, Ahmed Shaffie

Comput., 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

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

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

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

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

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, Ahmed Elnakib, Mohammed Ghazal, Ashraf Sewelam, Aristomenis Thanos, Harpal Singh Sandhu, Ayman El-Baz

IEEE J. Biomed. Health Informatics, April, 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, Mohammed Ghazal, Norah Saleh Alghamdi, Marah Talal Alhalabi, Jawad Yousaf, Harpal Sandhu, Ayman El-Baz

Comput. Methods Programs Biomed., 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, Ayman El-Baz

IEEE Access, 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, Rasha Hassan, Jawad Yousaf, Harpal Sandhu, Ayman El-Baz

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Unsupervised Segmentation of Pulmonary Regions in 3D CT Scans Optimized Using Transformer Model.

Ahmed Sharafeldeen, Adel Khelifi, Mohammed Ghazal, Maha Yaghi, Ali Mahmoud, Sohail Contractor, Ayman El-Baz

Proceedings of the Pattern Recognition - 27th International Conference, 2024

A Multimodal MRI-based Framework for Thyroid Cancer Diagnosis Using eXplainable Machine Learning.

Ahmed Sharafeldeen, Hossam Magdy Balaha, Ali Mahmoud, Reem Khaled, Saher Taman, Manar Mansour Hussein, Mohammed Ghazal, Ayman El-Baz

Proceedings of the Pattern Recognition - 27th International Conference, 2024

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

Proceedings of the IEEE International Conference on Image Processing, 2024

2023

Diabetic Retinopathy Detection Using 3D OCT Features.

Ahmed Sharafeldeen, Mahmoud Elgafi, Ahmed Elnakib, Ali Mahmoud, Ahmed Elgarayhi, Norah Saleh Alghamdi, Mohammed Sallah, Ayman El-Baz

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

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, Sohail Contractor, Eric Van Bogaert, Ayman El-Baz

Proceedings of the IEEE International Conference on Image Processing, 2023

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

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, Ahmed Elnakib, Ali Mahmoud, Mohammed Ghazal, Eman M. El-Daydamony, Ahmed Atwan, Harpal Singh Sandhu, Ayman El-Baz

Sensors, 2022

Diabetic Retinopathy Diagnostic CAD System Using 3D-Oct Higher Order Spatial Appearance Model.

Mohamed El-Sharkawy, Ahmed Sharafeldeen, Ahmed Soliman, Fahmi Khalifa, Mohammed Ghazal, Eman M. El-Daydamony, Ahmed Atwan, Harpal Singh Sandhu, Ayman El-Baz

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

Thyroid Cancer Diagnostic System using Magnetic Resonance Imaging.

Ahmed Sharafeldeen, Mohamed El-Sharkawy, Ahmed Shaffie, Fahmi Khalifa, Ahmed Soliman, Ahmed Naglah, Reem Khaled, Manar Mansour Hussein, Mohammed F. Alrahmawy, Samir Elmougy, Jawad Yousaf, Mohammed Ghazal, Ayman El-Baz

Proceedings of the 26th International Conference on Pattern Recognition, 2022

2021

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, Ayman El-Baz

Sensors, 2021