Mohamed El-Sharkawy
Orcid: 0000-0001-9242-9709Affiliations:
- University of Louisville, Department of Bioengineering, KY, USA
According to our database1,
Mohamed El-Sharkawy authored at least 23 papers
between 2021 and 2026.
Collaborative distances:
Collaborative distances:
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Bibliography
2026
Artif. Intell. Rev., July, 2026
Deep Learning-Based DR Screening from Oct Using Layer-Aware Thickness and Texture Maps.
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.
Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026
LAPVT: Local Attention-Guided Pyramid Vision Transformers for Retinal Disease Classification.
Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026
2025
AI-based methods for diagnosing and grading diabetic retinopathy: A comprehensive review.
Artif. Intell. Medicine, 2025
Fused-AETNet: A Variational Transformer-Based Framework for Diabetic Retinopathy Classification Using OCT Biomarkers.
IEEE Access, 2025
Seg-Swin: A Dual-Attention Transformer Model for Advanced AMD Classification and Lesion Detection Using Color Fundus Imaging.
IEEE Access, 2025
Mask-UnMask Regions (MUMR) Framework for Classifying AMD Grades Using Inter-Regional Interaction Analysis.
IEEE Access, 2025
OCT-Trans: A Novel Transformer Backbone with Multimodal Feature Extraction in OCT-Based Retinal Disease Classification.
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.
Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025
Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025
Proceedings of the 2025 IEEE International Conference on Acoustics, 2025
Enhanced Breast Cancer Molecular Biomarker Classification: A Novel Two-Stage Machine Learning Pipeline for Accurate Histological Analysis of Whole Slide Images.
Proceedings of the 2025 IEEE International Conference on Acoustics, 2025
2024
AI-based methods for detecting and classifying age-related macular degeneration: a comprehensive review.
Artif. Intell. Rev., September, 2024
A Clinically Explainable AI-Based Grading System for Age-Related Macular Degeneration Using Optical Coherence Tomography.
IEEE J. Biomed. Health Informatics, April, 2024
Twoviewdensity-Pvt: A Vision Transformer System for Accurate Bi-Rads Classification in Breast Cancer Grading From Mammogram Images.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
TransNetOCT: An Efficient Transformer-Based Model for 3D-OCT Segmentation Using Prior Shape.
Proceedings of the Pattern Recognition - 27th International Conference, 2024
MUMR: Mask-UnMask Regions Framework for AMD Grades Classification Based on Inter-regional Interactions.
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.
Proceedings of the IEEE International Conference on Image Processing, 2023
2022
The Role of Different Retinal Imaging Modalities in Predicting Progression of Diabetic Retinopathy: A Survey.
Sensors, 2022
Diabetic Retinopathy Diagnostic CAD System Using 3D-Oct Higher Order Spatial Appearance Model.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
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.
Sensors, 2021