1. Department of Gastroenterology and Hepatology, Singapore General Hospital, Singapore
2. Duke-NUS Graduate Medical School, Singapore
3. Department of Health Services Research Unit, Singapore General Hospital, Singapore
4. Centre of Quantitative Medicine, Duke-NUS Medical School, Singapore
5. Department of Pathology, Singapore General Hospital, Singapore