Area of research
Ophthalmology · Radiology, Nuclear Medicine and Imaging
Research interest
Research interests include Glaucoma and retinal disorders, Retinal Diseases and Treatments, Retinal Imaging and Analysis, and Ophthalmology and Visual Impairment Studies.
Oculomics: Current concepts and evidence
A deep learning system for detecting silent brain infarction and predicting stroke risk
Non-invasive biopsy diagnosis of diabetic kidney disease via deep learning applied to retinal images: a population-based study
Large language models for diabetes training: a prospective study
Enhancing diagnostic accuracy in rare and common fundus diseases with a knowledge-rich vision-language model
A deep‐learning retinal aging biomarker for cognitive decline and incident dementia
AI Workflow, External Validation, and Development in Eye Disease Diagnosis
A deep learning system for predicting time to progression of diabetic retinopathy
Integrated image-based deep learning and language models for primary diabetes care
Global estimates on the number of people blind or visually impaired by glaucoma: A meta-analysis from 2000 to 2020
Integrating genetic regulation and single-cell expression with GWAS prioritizes causal genes and cell types for glaucoma
Global estimates on the number of people blind or visually impaired by age-related macular degeneration: a meta-analysis from 2000 to 2020
Prognostic potentials of AI in ophthalmology: systemic disease forecasting via retinal imaging
Comparative Analysis of Vision Transformers and Conventional Convolutional Neural Networks in Detecting Referable Diabetic Retinopathy
Global estimates on the number of people blind or visually impaired by Uncorrected Refractive Error: a meta-analysis from 2000 to 2020
Development and External Validation of Machine Learning Models for Diabetic Microvascular Complications: Cross-Sectional Study With Metabolites
Independent and joint associations of cardiometabolic multimorbidity and depression on cognitive function: findings from multi-regional cohorts and generalisation from community to clinic
Omega-3 Fatty Acids as Protective Factors for Age-Related Macular Degeneration
Omega-3 Polyunsaturated Fatty Acids as a Protective Factor for Myopia
Global, regional and national burden due to retinoblastoma in children aged younger than 10 years from 1990 to 2021
X-chromosome and kidney function: evidence from a multi-trait genetic analysis of 908,697 individuals reveals sex-specific and sex-differential findings in genes regulated by androgen response elements
Evaluating Chatbot responses to patient questions in the field of glaucoma
Genetic variants for head size share genes and pathways with cancer
Associations of Metabolically Healthy Obesity and Retinal Age Gap
Benchmarking large language models’ performances for myopia care: a comparative analysis of ChatGPT-3.5, ChatGPT-4.0, and Google Bard
Large language models and their impact in ophthalmology
Genomics of perivascular space burden unravels early mechanisms of cerebral small vessel disease
The Singapore National Precision Medicine Strategy
Validation of a deep-learning-based retinal biomarker (Reti-CVD) in the prediction of cardiovascular disease: data from UK Biobank
Biomarkers of ageing: Current state‐of‐art, challenges, and opportunities