About the Authors

Grace En Hui Lim

Contributed equally to this work with: Grace En Hui Lim, Ansel Tang

Roles Conceptualization, Data curation, Formal analysis, Investigation, Writing – original draft, Writing – review & editing

Affiliation Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore

Ansel Tang

Contributed equally to this work with: Grace En Hui Lim, Ansel Tang

Roles Conceptualization, Data curation, Formal analysis, Methodology, Writing – original draft, Writing – review & editing

Affiliation Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore

Yip Han Chin

Roles Conceptualization, Data curation, Formal analysis, Methodology, Writing – original draft, Writing – review & editing

nicholas_ws_chew@nuhs.edu.sg (NWSC); e0308898@u.nus.edu (YHC)

Affiliation Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore

Jie Ning Yong

Roles Conceptualization, Data curation, Formal analysis, Methodology, Writing – original draft, Writing – review & editing

Affiliation Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore

Darren Tan

Roles Data curation, Investigation, Writing – original draft, Writing – review & editing

Affiliation Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore

Phoebe Tay

Roles Data curation, Formal analysis, Writing – original draft, Writing – review & editing

Affiliation Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore

Yu Yi Chan

Roles Funding acquisition, Investigation, Methodology, Writing – original draft, Writing – review & editing

Affiliation Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore

Denzel Ming Wei Lim

Roles Data curation, Formal analysis, Writing – original draft, Writing – review & editing

Affiliation Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore

Jun Wei Yeo

Roles Methodology, Writing – original draft, Writing – review & editing

Affiliation Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore

Kai En Chan

Roles Investigation, Methodology, Writing – original draft, Writing – review & editing

Affiliation Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore

Kamala Devi

Roles Conceptualization, Supervision, Writing – original draft, Writing – review & editing

Affiliation Alice Lee Centre for Nursing Studies, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore

Colin Eng Choon Ong

Roles Methodology, Project administration, Writing – original draft, Writing – review & editing

Affiliation Department of Emergency Medicine, Ng Teng Fong General Hospital, Singapore, Singapore

Roger S. Y. Foo

Roles Supervision, Visualization, Writing – original draft, Writing – review & editing

Affiliations Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore, Department of Cardiology, National University Heart Centre, National University Hospital, Singapore, Singapore

Huay-Cheem Tan

Roles Supervision, Writing – original draft, Writing – review & editing

Affiliations Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore, Department of Cardiology, National University Heart Centre, National University Hospital, Singapore, Singapore

Mark Y. Chan

Roles Supervision, Writing – original draft, Writing – review & editing

Affiliations Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore, Department of Cardiology, National University Heart Centre, National University Hospital, Singapore, Singapore

Roger Ho

Roles Supervision, Writing – original draft, Writing – review & editing

‡ These authors also contributed equally to this work.

Affiliations Department of Psychological Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore, Institute of Health Innovation and Technology (iHealthtech), National University of Singapore, Singapore, Singapore

Poay Huan Loh

Roles Writing – original draft, Writing – review & editing

‡ These authors also contributed equally to this work.

Affiliations Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore, Department of Cardiology, National University Heart Centre, National University Hospital, Singapore, Singapore

Nicholas W. S. Chew

Roles Conceptualization, Supervision, Validation, Writing – original draft, Writing – review & editing

nicholas_ws_chew@nuhs.edu.sg (NWSC); e0308898@u.nus.edu (YHC)

‡ These authors also contributed equally to this work.

Affiliation Department of Cardiology, National University Heart Centre, National University Hospital, Singapore, Singapore

Competing Interests

The authors have declared that no competing interests exist.