A Hybrid Machine Learning Approach Using LBP Descriptor and PCA for Age-Related Macular Degeneration Classification in OCTA Images. - Abdullah Alfahaid; Tim Morris 001; Tim Cootes; Pearse A. Keane; Hagar Khalid; Nikolas Pontikos; Panagiotis I. Sergouniotis; Konstantinos Balaskas (MIUA, 2019)

Code-free deep learning for multi-modality medical image classification. - Edward Korot; Zeyu Guan; Daniel Ferraz; Siegfried K. Wagner; Gongyu Zhang; Xiaoxuan Liu; Livia Faes; Nikolas Pontikos; Samuel G. Finlayson; Hagar Khalid; Gabriella Moraes; Konstantinos Balaskas; et al. (Nat. Mach. Intell., 2021)

A deep learning framework for the detection and quantification of drusen and reticular pseudodrusen on optical coherence tomography. - Roy Schwartz 004; Hagar Khalid; Sandra Liakopoulos; Yanling Ouyang; Coen de Vente; Cristina González-Gonzalo; Aaron Y. Lee; Robyn H. Guymer; Emily Y. Chew; Catherine Egan; Zhichao Wu; Himeesh Kumar; et al. (CoRR, 2022)