Mohamed Elsharkawy

According to our database, Mohamed Elsharkawy authored at least 15 papers between 2023 and 2026.

Collaborative distances:

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

2026

Deep Learning-Based DR Screening from Oct Using Layer-Aware Thickness and Texture Maps.

Sadman Sakib, Mohamed Elsharkawy, Moumen T. El-Melegy, Asem M. Ali, Mohammed Ghazal, Fatma Taher, Ayman El-Baz

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

Protostage-NET: A Clinically Guided Foundation Model With Prototypical Learning for Automated Amd Grading From Oct Images.

Mohamed Elsharkawy, Moumen T. El-Melegy, Asem M. Ali, Ali Mahmoud, Mohammed Ghazal, Ashraf Khalil, Wei Wang, Ayman El-Baz

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

LAPVT: Local Attention-Guided Pyramid Vision Transformers for Retinal Disease Classification.

Assam Albaqami, Mohammed Alnemari, Kaled Alotaibi, Abdullatef Alboalawi, Ibrahim Abdelhalim, Mohamed Elsharkawy

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

2025

AI-based methods for diagnosing and grading diabetic retinopathy: A comprehensive review.

Ibrahim Saleh, Niveen Nasr El-Den, Mohamed Elsharkawy, Ali Mahmoud, Ashraf Sewelam, Wei Wang, Mohammed Ghazal, Ayman El-Baz

Artif. Intell. Medicine, 2025

Fused-AETNet: A Variational Transformer-Based Framework for Diabetic Retinopathy Classification Using OCT Biomarkers.

Mohamed Elsharkawy, Ibrahim Abdelhalim, Ali Mahmoud, Ahmed Gamal, Mohamed El-Said Abdel-Hady, Ashraf Sewelam, 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, Ibrahim Saleh, Ali H. Mahmoud, Mohammed Ghazal, Ashraf Khalil, Ashraf Sewelam, Hani Mahdi, Ayman El-Baz

IEEE Access, 2025

Mask-UnMask Regions (MUMR) Framework for Classifying AMD Grades Using Inter-Regional Interaction Analysis.

Ibrahim Abdelhalim, Namuunaa Nadmid, Mohamed Elsharkawy, Mohammed Ghazal, Ali H. Mahmoud, Ayman El-Baz

IEEE Access, 2025

OCT-Trans: A Novel Transformer Backbone with Multimodal Feature Extraction in OCT-Based Retinal Disease Classification.

Mohamed Elsharkawy, Ibrahim Abdelhalim, Mohammed Ghazal, Ali Mahmoud, Harpal Sandhu, Aristomenis Thanos, Ayman El-Baz

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

ISGM-DR: Important Slice-Guided Model for Diabetic Retinopathy Diagnosis Using 3D Oct Images.

Mohamed Elsharkawy, Ibrahim Abdelhalim, Mohammed Ghazal, Ali Mahmoud, Harpal Sandhu, Ayman El-Baz

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

FMUNet: Frequency Modulation-Based UNet for Octa Segmentation.

Ibrahim Abdelhalim, Mohamed Elsharkawy, Ashraf Sewelam, Mohammed Ghazal, Ali Mahmoud, Ayman El-Baz

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

SABiT-MNet: Scale-Adaptive Autoencoder with BiT-M Model for Identifying AMD Grades.

Niveen Nasr El-Den, Mohamed Elsharkawy, Mohammed Ghazal, Ali Mahmoud, Harpal Sandhu, Hani Mahdi, Ayman El-Baz

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

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, R. Karam, S. Alduraibi, Mohammed Ghazal, Ali Mahmoud, Sohail Contractor, Ayman El-Baz

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

TransNetOCT: An Efficient Transformer-Based Model for 3D-OCT Segmentation Using Prior Shape.

Mohamed Elsharkawy, Ibrahim Abdelhalim, Mohammed Ghazal, Mohammad Z. Haq, Rayan Haq, Ali Mahmoud, Harpal Singh Sandhu, Aristomenis Thanos, Ayman El-Baz

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

MUMR: Mask-UnMask Regions Framework for AMD Grades Classification Based on Inter-regional Interactions.

Ibrahim Abdelhalim, Mohamed Elsharkawy, Namuunaa Nadmid, Mohammed Ghazal, Ali Mahmoud, Ayman El-Baz

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

2023

Automated Diagnosis of Breast Cancer Using Deep Learning-Based Whole Slide Image Analysis of Molecular Biomarkers.

Ahmed Aboudessouki, Khadiga M. Ali, Mohamed Elsharkawy, Ahmed Alksas, Ali Mahmoud, Fahmi Khalifa, Mohammed Ghazal, Jawad Yousaf, Hadil Abu Khalifeh, Ayman El-Baz

Proceedings of the IEEE International Conference on Image Processing, 2023