Hagar Khalid

Automated classification of Retinopathy of Prematurity RetCam images using the Apple CreateML platform: gradeable versus ungradeable image classification

Pearse A. Keane, Nikolas Pontikos, Konstantinos Balaskas, 2020 .

A Hybrid Machine Learning Approach Using LBP Descriptor and PCA for Age-Related Macular Degeneration Classification in OCTA Images

Timothy F. Cootes, Nikolas Pontikos, Konstantinos Balaskas, 2019, MIUA.

Automated Machine Learning Model for Fundus Photo Gradeability and Laterality: A Public ML Research Toolkit Sans-coding

Pearse A. Keane, Konstantinos Balaskas, Siegfried K Wagner, 2020 .

Code-free deep learning for multi-modality medical image classification

Samuel G. Finlayson, Pearse A. Keane, Konstantinos Balaskas, 2021, Nature Machine Intelligence.

Insights into Systemic Disease through Retinal Imaging-Based Oculomics

Pearse A. Keane, Konstantinos Balaskas, Livia Faes, 2020, Translational vision science & technology.