Mohamed Elsharkawy

12 papers B 1Misc 1Journal 4Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
AI-based methods for diagnosing and grading diabetic retinopathy: A comprehensive review.
Artif. Intell. Medicine
Ibrahim Saleh, Niveen Nasr El-Den, Mohamed Elsharkawy, Ali Mahmoud, Ashraf Sewelam, Wei Wang, Mohammed Ghazal, Ayman El-Baz
2025 — conf
FMUNet: Frequency Modulation-Based UNet for Octa Segmentation.
ISBI
Ibrahim Abdelhalim, Mohamed Elsharkawy, Ashraf Sewelam, Mohammed Ghazal, Ali Mahmoud, Ayman El-Baz
2025 J jnl
Fused-AETNet: A Variational Transformer-Based Framework for Diabetic Retinopathy Classification Using OCT Biomarkers.
IEEE Access
Mohamed Elsharkawy, Ibrahim Abdelhalim, Ali Mahmoud, Ahmed Gamal, Mohamed El-Said Abdel-Hady, Ashraf Sewelam, Ayman El-Baz
2025 — conf
ISGM-DR: Important Slice-Guided Model for Diabetic Retinopathy Diagnosis Using 3D Oct Images.
ISBI
Mohamed Elsharkawy, Ibrahim Abdelhalim, Mohammed Ghazal, Ali Mahmoud, Harpal Sandhu, Ayman El-Baz
2025 J jnl
Mask-UnMask Regions (MUMR) Framework for Classifying AMD Grades Using Inter-Regional Interaction Analysis.
IEEE Access
Ibrahim Abdelhalim, Namuunaa Nadmid, Mohamed Elsharkawy, Mohammed Ghazal, Ali H. Mahmoud, Ayman El-Baz
2025 — conf
OCT-Trans: A Novel Transformer Backbone with Multimodal Feature Extraction in OCT-Based Retinal Disease Classification.
ISBI
Mohamed Elsharkawy, Ibrahim Abdelhalim, Mohammed Ghazal, Ali Mahmoud, Harpal Sandhu, Aristomenis Thanos, Ayman El-Baz
2025 Misc conf
SABiT-MNet: Scale-Adaptive Autoencoder with BiT-M Model for Identifying AMD Grades.
ICASSP
Niveen Nasr El-Den, Mohamed Elsharkawy, Mohammed Ghazal, Ali Mahmoud, Harpal Sandhu, Hani Mahdi, Ayman El-Baz
2025 J jnl
Seg-Swin: A Dual-Attention Transformer Model for Advanced AMD Classification and Lesion Detection Using Color Fundus Imaging.
IEEE Access
Niveen Nasr El-Den, Mohamed Elsharkawy, Ibrahim Saleh, Ali H. Mahmoud, Mohammed Ghazal, Ashraf Khalil, Ashraf Sewelam, Hani Mahdi, Ayman El-Baz
2024 — conf
MUMR: Mask-UnMask Regions Framework for AMD Grades Classification Based on Inter-regional Interactions.
ICPR (28)
Ibrahim Abdelhalim, Mohamed Elsharkawy, Namuunaa Nadmid, Mohammed Ghazal, Ali Mahmoud, Ayman El-Baz
2024 — conf
TransNetOCT: An Efficient Transformer-Based Model for 3D-OCT Segmentation Using Prior Shape.
ICPR (12)
Mohamed Elsharkawy, Ibrahim Abdelhalim, Mohammed Ghazal, Mohammad Z. Haq, Rayan Haq, Ali Mahmoud, Harpal Singh Sandhu, Aristomenis Thanos, Ayman El-Baz
2024 — conf
Twoviewdensity-Pvt: A Vision Transformer System for Accurate Bi-Rads Classification in Breast Cancer Grading From Mammogram Images.
ISBI
Ibrahim Abdelhalim, Y. Almalki, A. Abbas, Mohamed Elsharkawy, R. Karam, S. Alduraibi, Mohammed Ghazal, Ali Mahmoud, Sohail Contractor, Ayman El-Baz
2023 B conf
Automated Diagnosis of Breast Cancer Using Deep Learning-Based Whole Slide Image Analysis of Molecular Biomarkers.
ICIP
Ahmed Aboudessouki, Khadiga M. Ali, Mohamed Elsharkawy, Ahmed Alksas, Ali Mahmoud, Fahmi Khalifa, Mohammed Ghazal, Jawad Yousaf, Hadil Abu Khalifeh, Ayman El-Baz