Gavin Siew Wei Tan

Development and Validation of a Deep Learning System for Diabetic Retinopathy and Related Eye Diseases Using Retinal Images From Multiethnic Populations With Diabetes

Daniel Shu Wei Ting, Carol Y. Cheung, Gilbert Lim et al. · JAMA · 2017 · 2.2K citations · Full text

Global Prevalence of Diabetic Retinopathy and Projection of Burden through 2045

Zhen Ling Teo, Yih Chung Tham, Marco Yu et al. · Ophthalmology · 2021 · 1.9K citations

Diabetic Retinopathy, Ocular Disease, Diabetes Epidemiology +8

Artificial intelligence using deep learning to screen for referable and vision-threatening diabetic retinopathy in Africa: a clinical validation study

Valentina Bellemo, Zhan Wei Lim, Gilbert Lim et al. · The Lancet Digital Health · 2019 · 375 citations · Full text

A deep-learning system for the assessment of cardiovascular disease risk via the measurement of retinal-vessel calibre

Carol Y. Cheung, Dejiang Xu, Ching‐Yu Cheng et al. · Nature Biomedical Engineering · 2020 · 273 citations

Convolutional Neural Network, Engineering, Machine Learning +16

Artificial intelligence for teleophthalmology-based diabetic retinopathy screening in a national programme: an economic analysis modelling study

Yuchen Xie, Quang D. Nguyen, Haslina Hamzah et al. · The Lancet Digital Health · 2020 · 268 citations · Full text