الأبحاث

لمياء عبد الله احمد الرفاعى

أستاذ

كلية الهندسة بشبرا الهندسة الكهربائية

Habeb, M.H.; Alnanih, R.A.; Elrefaei, L.A. ACross-Paradigm CNN–Swin Transformer Ensemble with Super-Resolution Enhancement for Multi-Class Alzheimer’s Disease Classification. Bioengineering 2026, 13, 666. https://doi.org/10.3390/bioengineering13060666

MDPI 2026

Nourhan Ibrahim, Hala Badr, Eman Abdel-Ghaffar, Lamiaa Elrefaei, "Explainable Artificial Intelligence in Medical Imaging for Tumor and Alzheimer's Diagnosis: A Review", JES. Journal of Engineering Sciences,Vol 54, No. 4, 2026. doi: 10.21608/jesaun.2025.392308.1538

Assiut University, Faculty of Engineering 2026

mohamed, K., Elrefaei, L., Mansour, H., & Harb, H. (2026). Ultra-Light Weight Fused Network For Image Classification. Engineering Research Journal (Shoubra), 55(3), -. doi: 10.21608/erjsh.2026.492208.1530

2026

G. M. Youssef, R. A. Alnanih, L. A. Elrefaei and E. A. Abdel-Ghaffar, "An Autoencoder-Based Deep Compression Framework for LiDAR Data in LAS Format," in IEEE Access, vol. 13, pp. 205697-205713, 2025, doi: 10.1109/ACCESS.2025.3639511

IEEE 2026

N. Ibrahim, L. Elrefaei and E. A. Abdel-Ghaffar, "An interpretable model for the diagnosis of Alzheimer’s disease using deep learning and machine learning," 2025 15th International Conference on Electrical Engineering (ICEENG), Cairo, Egypt, 2025, pp. 1-8, doi: 10.1109/ICEENG64546.2025.11031257.

IEEE 2025

Althobaiti, N.; Moria, K.; Elrefaei, L.; Alghamdi, J.; Tayeb, H. Construction of a Structurally Unbiased Brain Template with High Image Quality from MRI Scans of Saudi Adult Females. Bioengineering 2025, 12, 722. https://doi.org/10.3390/bioengineering12070722

MDPI 2025

Yosry, S., Elrefaei, L., ElKamaar, R. et al. Temporal Attention-based Vision Transformer for Source-Free Video Unsupervised Domain Adaptation. Discov Appl Sci 7, 689 (2025). https://doi.org/10.1007/s42452-025-06909-2

Springer 2025

Alnanih, R.; Elrefaei, L.; Al-Ahwal, A. Advancing Sustainability Through an IoT-Driven Smart Waste Management System with Software Engineering Integration. Sustainability 2025, 17, 9803. https://doi.org/10.3390/su17219803

2025

Hatem Taha, Lamia Alrefaai, Haitham Akah, Maher Salem, "Efficient Image Compression Technique for Low Bit Rate Requirements", Fayoum University Journal of Engineering, 8(2), P 1:11

2025

S. M. Kamel, M. A. Fadel, L. Elrefaei, and S. I. Hassan, “Performance vs. Complexity Comparative Analysis of Multimodal Bilinear Pooling Fusion Approaches for Deep Learning-Based Visual Arabic-Question Answering Systems,” Comput. Model. Eng. Sci., vol. 143, no. 1, pp. 373–411, 2025. https://doi.org/10.32604/cmes.2025.062837

2025

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Electrical Engineering