Ahmed Sharafeldeen

18 papers B 3Misc 1Journal 8Unranked 6
YearRankTypeTitle / Venue / Authors
2025 Misc conf
A CT-based Prediction System for Determining Respiratory Support Level in COVID-19 Patients.
ICASSP
Ahmed Sharafeldeen, Hossam Magdy Balaha, Ibrahim Shawky Farahat, Mohammed Ghazal, James Connelly, Eric Van Bogaert, Ayman El-Baz
2025 J jnl
A Comprehensive Deep Learning System With MGRF Modeling for Predicting Breast Cancer Response to Neoadjuvant Chemotherapy.
IEEE Access
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
2025 J jnl
Machine Learning Approaches for Speech-Based Alzheimer's Detection: A Comprehensive Survey.
Comput.
Ahmed Sharafeldeen, Justin Keowen, Ahmed Shaffie
2025 — conf
Predicting Response to Neoadjuvant Chemotherapy using Multi-Modal MRI Radiomics and Machine Learning Approaches.
ISBI
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
2024 J jnl
A Clinically Explainable AI-Based Grading System for Age-Related Macular Degeneration Using Optical Coherence Tomography.
IEEE J. Biomed. Health Informatics
Mohamed El-Sharkawy, Ahmed Sharafeldeen, Fahmi Khalifa, Ahmed Soliman, Ahmed Elnakib, Mohammed Ghazal, Ashraf Sewelam, Aristomenis Thanos, Harpal Singh Sandhu, Ayman El-Baz
2024 — conf
A Multimodal MRI-based Framework for Thyroid Cancer Diagnosis Using eXplainable Machine Learning.
ICPR (27)
Ahmed Sharafeldeen, Hossam Magdy Balaha, Ali Mahmoud, Reem Khaled, Saher Taman, Manar Mansour Hussein, Mohammed Ghazal, Ayman El-Baz
2024 J jnl
A Novel Machine Learning Approach for Predicting Neoadjuvant Chemotherapy Response in Breast Cancer: Integration of Multimodal Radiomics With Clinical and Molecular Subtype Markers.
IEEE Access
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
2024 J jnl
Advanced OCTA imaging segmentation: Unsupervised, non-linear retinal vessel detection using modified self-organizing maps and joint MGRF modeling.
Comput. Methods Programs Biomed.
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
2024 B conf
Automated Segmentation of Lung Regions in 3D CT Scans Using Hybrid Unsupervised-Supervised Models.
ICIP
Ahmed Sharafeldeen, Adel Khelifi, Mohammed Ghazal, Maha Yaghi, Sohail Contractor, Ayman El-Baz
2024 — conf
Retinal Vascular System Segmentation based on Non-Linear Map-Based Estimation of Joint MGRF Model.
ISBI
Ahmed Alksas, Ahmed Sharafeldeen, Hossam Magdy Balaha, Mohammed Ghazal, Marah Talal Alhalabi, Ali Mahmoud, Rasha Hassan, Jawad Yousaf, Harpal Sandhu, Ayman El-Baz
2024 — conf
Unsupervised Segmentation of Pulmonary Regions in 3D CT Scans Optimized Using Transformer Model.
ICPR (23)
Ahmed Sharafeldeen, Adel Khelifi, Mohammed Ghazal, Maha Yaghi, Ali Mahmoud, Sohail Contractor, Ayman El-Baz
2023 B conf
Accurate Segmentation for Pathological Lung Based on Integration of 3D Appearance and Surface Models.
ICIP
Ahmed Sharafeldeen, Ahmed Alksas, Mohammed Ghazal, Maha Yaghi, Adel Khelifi, Ali Mahmoud, Sohail Contractor, Eric Van Bogaert, Ayman El-Baz
2023 — conf
Diabetic Retinopathy Detection Using 3D OCT Features.
ISBI
Ahmed Sharafeldeen, Mahmoud Elgafi, Ahmed Elnakib, Ali Mahmoud, Ahmed Elgarayhi, Norah Saleh Alghamdi, Mohammed Sallah, Ayman El-Baz
2022 J jnl
Detection of Diabetic Retinopathy Using Extracted 3D Features from OCT Images.
Sensors
Mahmoud Elgafi, Ahmed Sharafeldeen, Ahmed Elnakib, Ahmed Elgarayhi, Norah Saleh Alghamdi, Mohammed Sallah, Ayman El-Baz
2022 — conf
Diabetic Retinopathy Diagnostic CAD System Using 3D-Oct Higher Order Spatial Appearance Model.
ISBI
Mohamed El-Sharkawy, Ahmed Sharafeldeen, Ahmed Soliman, Fahmi Khalifa, Mohammed Ghazal, Eman M. El-Daydamony, Ahmed Atwan, Harpal Singh Sandhu, Ayman El-Baz
2022 J jnl
The Role of Different Retinal Imaging Modalities in Predicting Progression of Diabetic Retinopathy: A Survey.
Sensors
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
2022 B conf
Thyroid Cancer Diagnostic System using Magnetic Resonance Imaging.
ICPR
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
2021 J jnl
Precise Segmentation of COVID-19 Infected Lung from CT Images Based on Adaptive First-Order Appearance Model with Morphological/Anatomical Constraints.
Sensors
Ahmed Sharafeldeen, Mohamed El-Sharkawy, Norah Saleh Alghamdi, Ahmed Soliman, Ayman El-Baz