About the Authors

Pien Swart

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

p.swart@amsterdamumc.nl

Affiliation Department of Intensive Care, Amsterdam UMC, Amsterdam, The Netherlands

Rodrigo Octavio Deliberato

Roles Writing – review & editing

Affiliations Department of Critical Care Medicine, Hospital Israelita Albert Einstein, São Paulo, Brazil, Big Data Analytics Group, Hospital Israelita Albert Einstein, São Paulo, Brazil

Alistair E. W. Johnson

Roles Conceptualization, Writing – review & editing

Affiliation Laboratory for Computational Physiology, Institute for Medical Engineering & Science, MIT, Cambridge, MA, United States of America

Tom J. Pollard

Roles Writing – review & editing

Affiliation Laboratory for Computational Physiology, Institute for Medical Engineering & Science, MIT, Cambridge, MA, United States of America

Lucas Bulgarelli

Roles Writing – review & editing

Affiliation Laboratory for Computational Physiology, Institute for Medical Engineering & Science, MIT, Cambridge, MA, United States of America

Paolo Pelosi

Roles Writing – review & editing

Affiliations IRCCS San Martino Policlinico Hospital, Genoa, Italy, Department of Surgical Sciences and Integrated Diagnostics (DISC), University of Genoa, Genoa, Italy

Marcelo Gama de Abreu

Roles Writing – review & editing

Affiliations Pulmonary Engineering Group, Department of Anaesthesiology and Intensive Care Medicine, University Hospital Carl Gustav Carus, Technical University Dresden, Dresden, Germany, Outcomes Research Consortium, Cleveland, OH, United States of America

Marcus J. Schultz

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

Affiliations Department of Intensive Care, Amsterdam UMC, Amsterdam, The Netherlands, Laboratory of Experimental Intensive Care and Anaesthesia (L·E·I·C·A), Amsterdam UMC, Amsterdam, The Netherlands, Mahidol Oxford Tropical Medicine Research Unit (MORU), Mahidol University, Bangkok, Thailand, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom

Ary Serpa Neto

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

Affiliations Department of Intensive Care, Amsterdam UMC, Amsterdam, The Netherlands, Department of Critical Care Medicine, Hospital Israelita Albert Einstein, São Paulo, Brazil, Pulmonary Division, Cardio–Pulmonary Department, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, Brazil, Australian and New Zealand Intensive Care Research Centre, Monash University, Melbourne, Australia

Competing Interests

Ary Serpa Neto reported receiving personal fees from Dräger outside of the submitted work. Marcelo Gama de Abreu reported receiving grants and personal fees from Drägerwerk AG and GlaxoSmithKline and receiving personal fees from GE Healthcare outside of the submitted work. No other disclosures were reported. This does not alter our adherence to PLOS ONE policies on sharing data and materials.