About the Authors
- Lian Leng Low
-
* E-mail: low.lian.leng@singhealth.com.sg (LLL); liu.nan@singhealth.com.sg (NL)
¶‡ These authors are joint first authors on this work.
Affiliations Department of Family Medicine & Continuing Care, Singapore General Hospital, Singapore, Family Medicine Program, Duke-NUS Medical School, Singapore
- Nan Liu
-
* E-mail: low.lian.leng@singhealth.com.sg (LLL); liu.nan@singhealth.com.sg (NL)
¶‡ These authors are joint first authors on this work.
Affiliations Health Services Research Centre, Singapore Health Services, Singapore, Centre for Quantitative Medicine, Duke-NUS Medical School, Singapore
- Sijia Wang
-
Affiliation Integrated Health Information Systems, Singapore
- Julian Thumboo
-
Affiliations Health Services Research Centre, Singapore Health Services, Singapore, Department of Rheumatology and Immunology, Singapore General Hospital, Singapore
- Marcus Eng Hock Ong
-
Affiliations Department of Emergency Medicine, Singapore General Hospital, Singapore, Health Services and Systems Research, Duke-NUS Medical School, Singapore
- Kheng Hock Lee
-
Affiliations Department of Family Medicine & Continuing Care, Singapore General Hospital, Singapore, Family Medicine Program, Duke-NUS Medical School, Singapore
Competing Interests
The authors have declared that no competing interests exist.
Author Contributions
Conceptualization: LLL NL. Formal analysis: LLL NL SW. Funding acquisition: LLL NL. Methodology: LLL NL SW. Project administration: LLL NL. Resources: SW. Software: NL SW. Supervision: LLL NL. Writing – original draft: LLL NL JT MEHO KHL. Writing – review & editing: LLL NL SW JT MEHO KHL.