About the Authors

Alexander Zuber

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

Affiliations Commercial Department, Klinikum Rechts der Isar, Technische Universität München, Munich, Germany, Institute of Medical Informatics, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany

Kerstin Rubarth

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

Affiliation Institute of Biometry and Clinical Epidemiology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany

Frank Förster

Roles Data curation, Validation, Writing – review & editing

Affiliation Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Corporate Controlling, Berlin, Germany

Felix Balzer

Roles Conceptualization, Investigation, Methodology, Resources, Writing – review & editing

Affiliation Institute of Medical Informatics, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany

Claudia Spies

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

Affiliation Department of Anesthesiology and Intensive Care Medicine, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany

Daniel Fürstenau

Contributed equally to this work with: Daniel Fürstenau, Oliver Kumpf

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

Affiliations Institute of Medical Informatics, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany, Department of Information Systems, Freie Universität Berlin, School of Business & Economics, Berlin, Germany

Oliver Kumpf

Contributed equally to this work with: Daniel Fürstenau, Oliver Kumpf

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

oliver.kumpf@charite.de

Affiliation Department of Anesthesiology and Intensive Care Medicine, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany

Competing Interests

The authors have declared that no competing interests exist.