Area of research
Ophthalmology · Radiology, Nuclear Medicine and Imaging
Research interest
Research interests include Medicine, Diabetic retinopathy, Diabetes mellitus, Biology, Genetics, and Kidney disease.
A deep learning system for detecting silent brain infarction and predicting stroke risk
Large language models for diabetes training: a prospective study
Artificial intelligence in chronic kidney disease management: a scoping review
Chronic kidney disease and incident cancer risk: an individual participant data meta-analysis
Artificial intelligence for diabetes care: current and future prospects
Development and External Validation of Machine Learning Models for Diabetic Microvascular Complications: Cross-Sectional Study With Metabolites
Screening chronic kidney disease through deep learning utilizing ultra-wide-field fundus images
The Singapore National Precision Medicine Strategy
Prediction of diabetic kidney disease risk using machine learning models: A population-based cohort study of Asian adults
Deep learning algorithms to detect diabetic kidney disease from retinal photographs in multiethnic populations with diabetes
Major cardiovascular events and subsequent risk of kidney failure with replacement therapy: a CKD Prognosis Consortium study
Retinal photograph-based deep learning predicts biological age, and stratifies morbidity and mortality risk
Analysis of clinically relevant variants from ancestrally diverse Asian genomes
Identification of genetic effects underlying type 2 diabetes in South Asian and European populations
Detecting visually significant cataract using retinal photograph-based deep learning
An evidence-based review of the epidemiology of myopic traction maculopathy
Impact of Chronic Kidney Disease Epidemiology Collaboration (CKD-EPI) GFR Estimating Equations on CKD Prevalence and Classification Among Asians
Circulating Metabolic Biomarkers Are Consistently Associated With Type 2 Diabetes Risk in Asian and European Populations
Predictors of myopic macular degeneration in a 12-year longitudinal study of Singapore adults with myopia
Systematic Review and Meta-Analysis on the Impact of COVID-19 Pandemic–Related Lifestyle on Myopia
Sleep Patterns and Myopia Among School-Aged Children in Singapore
Differential and shared genetic effects on kidney function between diabetic and non-diabetic individuals
Global Prevalence of Diabetic Retinopathy and Projection of Burden through 2045
Obesity and risk of age-related eye diseases: a systematic review of prospective population-based studies
Association of time outdoors and patterns of light exposure with myopia in children
High-Density Lipoprotein 3 Cholesterol and Primary Open-Angle Glaucoma
Dietary intake and associations with myopia in Singapore children
Association between Body Mass Index and Chronic Kidney Disease in Asian Populations: A Participant-level Meta-Analysis
Rapid Myopic Progression in Childhood Is Associated With Teenage High Myopia
Logistic regression was as good as machine learning for predicting major chronic diseases