Metasurface Inverse Design: Global Optimization and Machine Learning Integration. - Amira J. Hamed; Ahmed M. Elsharkawy; M. Saeed Darweesh; Lobna A. Said; Ahmed M. Mahmoud (NILES, 2023)

Enhanced retinal arteries and veins segmentation through deep learning with conditional random fields. - Mennatullah Mahmoud; Mohammad Mansour; Hisham M. Elrefai; Amira J. Hamed; Essam A. Rashed (Biomed. Signal Process. Control., 2025)