Her research focuses on the epidemiology including ethnic differences, risk factors and novel biomarkers of chronic kidney disease (CKD), diabetic retinopathy (DR) and developing risk prediction models to detect and predict CKD using retinal image-based deep learning and data-based machine learning models.