Mohamed Elsharkawy

According to our database, Mohamed Elsharkawy authored at least 10 papers between 2023 and 2025.

Collaborative distances:

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

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