1. Centre for Quantitative Medicine, Duke–NUS Graduate Medical School, Singapore
2. Department of General Surgery, Singapore General Hospital, Singapore
3. Department of Surgical Oncology, National Cancer Centre, Singapore
4. Singapore Clinical Research Institute, Singapore