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Contributors T-ET, HWC, MS, TYW, JSP, MM, EHS and DT contributed to drafting and revising the manuscript.
Funding The authors have not declared a specific grant for this research from any funding agency in the public, commercial or not-for-profit sectors.
Competing interests TYW and DT are coinventors, with patents pending, for a deep learning system for diabetic retinopathy, glaucoma and age-related macular degeneration (SG Non-Provisional Application number 10201706186V), and a computer-implemented method for training an image classifier using weakly annotated training data (SG Provisional Patent Application number 10201901083Y) and are co-founders and shareholders of EyRIS, Singapore.
Provenance and peer review Commissioned; internally peer reviewed.
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