About the Authors

Dong-Kyu Lee

Roles Formal analysis, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliation Department of Anesthesiology and Pain Medicine, Korea University Guro Hospital, Seoul, Republic of Korea

Ashlee Frye

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

Affiliation Department of Anesthesia, Austin Health, Heidelberg, Australia

Maleck Louis

Roles Data curation, Supervision, Writing – original draft

Affiliation Department of Anesthesia, Austin Health, Heidelberg, Australia

Anoop Ninan Koshy

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

Affiliation Department of Cardiology, Austin Health, Heidelberg, Australia

Shervin Tosif

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

Affiliation Department of Anesthesia, Austin Health, Heidelberg, Australia

Matthew Yii

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

Affiliation Department of Anesthesia, Austin Health, Heidelberg, Australia

Ronald Ma

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

Affiliation Business Intelligence Unit, Austin Health, Heidelberg, Australia

Mehrdad Nikfarjam

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

Affiliation Department of Surgery, The University of Melbourne, Austin Health, Heidelberg, Australia

Marcos Vinicius Perini

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

Affiliation Department of Surgery, The University of Melbourne, Austin Health, Heidelberg, Australia

Rinaldo Bellomo

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

Affiliations Department of Intensive Care, Austin Health, Heidelberg, Australia, Data Analytics Research & Evaluation (DARE) Centre, Austin Hospital and The University of Melbourne, Melbourne, Victoria, Australia

Laurence Weinberg

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

laurence.weinberg@austin.org.au

Affiliations Department of Anesthesia, Austin Health, Heidelberg, Australia, Department of Surgery, The University of Melbourne, Austin Health, Heidelberg, Australia

Competing Interests

The authors have declared that no competing interests exist.