About the Authors

Sky Wei Chee Koh

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

sky_wc_koh@nuhs.edu.sg

Affiliations National University Polyclinics, National University Health System, Singapore, Yong Loo Lin School of Medicine, National University of Singapore, Singapore

Jasper Yi Xuan Huang

Roles Data curation, Formal analysis, Visualization, Writing – original draft

Affiliation Faculty of Medicine, Nursing and Health Sciences, Monash University, Australia

Joelle Lam

Roles Data curation, Formal analysis, Validation, Writing – original draft

Affiliations National University Polyclinics, National University Health System, Singapore, School of Physical and Mathematical Sciences, Nanyang Technological University, Singapore

Si Hui Low

Roles Data curation, Formal analysis, Validation, Visualization, Writing – original draft

Affiliation National University Polyclinics, National University Health System, Singapore

Jun Cong Goh

Roles Data curation, Formal analysis, Validation, Visualization, Writing – original draft

Affiliation National University Polyclinics, National University Health System, Singapore

Ge Ji

Roles Conceptualization, Data curation, Methodology, Validation, Writing – review & editing

Affiliation Data Science & Analytics, Alexandra Hospital, National University Health System, Singapore

Xin Jin

Roles Conceptualization, Data curation, Methodology, Validation, Writing – review & editing

Affiliation Data Science & Analytics, Alexandra Hospital, National University Health System, Singapore

Howard Bauchner

Roles Conceptualization, Methodology, Supervision, Writing – review & editing

Affiliations Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts, United States of America

Yii Jen Lew

Roles Conceptualization, Methodology, Supervision, Writing – review & editing

Affiliation National University Polyclinics, National University Health System, Singapore

Competing Interests

The authors have declared that no competing interests exist.