AI-based methods for detecting and classifying age-related macular degeneration: a comprehensive review. - Niveen Nasr El-Den; Mohamed El-Sharkawy; Ibrahim Saleh; Mohammed Ghazal; Ashraf Khalil; Mohammad Z. Haq; Ashraf Sewelam; Hani Mahdi 001; Ayman El-Baz (Artif. Intell. Rev., 2024)

SABiT-MNet: Scale-Adaptive Autoencoder with BiT-M Model for Identifying AMD Grades. - Niveen Nasr El-Den; Mohamed Elsharkawy; Mohammed Ghazal; Ali Mahmoud 001; Harpal Sandhu; Hani Mahdi 001; Ayman El-Baz (ICASSP, 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 001; Ayman El-Baz (IEEE Access, 2025)