About the Authors

Ravi Shankar

Roles Conceptualization, Data curation, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

Ravi_SHANKAR@nuhs.edu.sg

Affiliation Research and Innovation, Medical Affairs, Alexandra Hospital, National University Health System, Singapore

Anjali Bundele

Roles Data curation, Investigation, Validation, Writing – review & editing

Affiliations Research and Innovation, Medical Affairs, Alexandra Hospital, National University Health System, Singapore, Yong Loo Lin School of Medicine, National University of Singapore, Singapore

Amartya Mukhopadhyay

Roles Methodology, Resources, Software, Supervision, Validation, Writing – review & editing

Affiliation Division of Respiratory & Critical Care Medicine, Department of Medicine, National University Health System, Singapore

Competing Interests

The authors have declared that no competing interests exist.