Sing Yi Chia
Publications by Year
Research Areas
Diabetes Treatment and Management, Diabetes, Cardiovascular Risks, and Lipoproteins, Diabetes Management and Research, Machine Learning in Healthcare, Liver Disease Diagnosis and Treatment
Most-Cited Works
- → Establishment of the SingHealth Diabetes Registry(2021)43 cited
- → Effective Treatment Recommendations for Type 2 Diabetes Management Using Reinforcement Learning: Treatment Recommendation Model Development and Validation(2021)27 cited
- → Trends in diabetes-related complications in Singapore, 2013–2020: A registry-based study(2022)26 cited
- → Associations Between Mean HbA1c, HbA1c Variability, and Both Mortality and Macrovascular Complications in Patients with Diabetes Mellitus: A Registry-Based Cohort Study(2023)23 cited
- → Non-alcoholic fatty liver disease screening in type 2 diabetes mellitus: A cost-effectiveness and price threshold analysis(2022)13 cited
- → A drug mix and dose decision algorithm for individualized type 2 diabetes management(2024)3 cited
- → Towards Reliable Prediction: A Bayesian Continual Learning Approach for Clinical Time-series Data(2025)1 cited
- → Relationship between anti-diabetic medication use and glycaemic control: a retrospective diabetes registry-based cohort study in Singapore(2025)
- → Effective Treatment Recommendations for Type 2 Diabetes Management Using Reinforcement Learning: Treatment Recommendation Model Development and Validation (Preprint)(2021)
- → Leveraging the Clinical Classification Software Refined (CCSR) to Build a Public Health Intelligence Dashboard: Insights from the SingHealth Diabetes Registry (Preprint)(2025)