Charumathi Sabanayagam

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

A saturated map of common genetic variants associated with human height

Loïc Yengo, Sailaja Vedantam, Eirini Marouli et al. · Nature · 2022 · 827 citations · Full text

Worldwide trends in diabetes prevalence and treatment from 1990 to 2022: a pooled analysis of 1108 population-representative studies with 141 million participants

Bin Zhou, A. Rayner, Edward W. Gregg et al. · The Lancet · 2024 · 606 citations · Full text

Logistic regression was as good as machine learning for predicting major chronic diseases

Simon Nusinovici, Yih Chung Tham, Marco Yu Chak Yan et al. · Journal of Clinical Epidemiology · 2020 · 492 citations

Disease Management, Chronic Disease Management, Machine Learning +10