About the Authors

Sven Van Poucke

svanpoucke@gmail.com

Affiliation Department of Anesthesiology, Intensive Care, Emergency Medicine and Pain Therapy, Ziekenhuis Oost-Limburg, Genk, Belgium

Zhongheng Zhang

Affiliation Department of Critical Care Medicine, Jinhua Hospital of Zhejiang University, Zhejiang, P.R. China

Martin Schmitz

Affiliation RapidMiner GmbH, Dortmund, Germany

Milan Vukicevic

Affiliation Department of Organizational Sciences, University of Belgrade, Belgrade, Serbia

Margot Vander Laenen

Affiliation Department of Anesthesiology, Intensive Care, Emergency Medicine and Pain Therapy, Ziekenhuis Oost-Limburg, Genk, Belgium

Leo Anthony Celi

Affiliation MIT Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States

Cathy De Deyne

Affiliations Department of Anesthesiology, Intensive Care, Emergency Medicine and Pain Therapy, Ziekenhuis Oost-Limburg, Genk, Belgium, Limburg Clinical Research Program, Faculty of Medicine, University Hasselt UH, Hasselt, Belgium

Competing Interests

LAC was funded by the National Institutes of Health (NIH) through National Institute of Biomedical Imaging and Bioengineering grant R01 EB017205-01A1. This research was partially funded by SNSF Joint Research project (SCOPES), ID: IZ73Z0_152415. Access, licenses and support for Hadoop/Hive are provided by Vancis B.V. (Amsterdam, NL) and Xomnia B.V. (Amsterdam, NL). Licenses for RapidMiner/Radoop are provided by RapidMiner (Cambridge, MA, USA). RapidMiner (RapidMinerAcademia) provided a free use of the commercial version of its platform to researchers and other academics at educational institutions. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript. RapidMiner provided support in the form of salary for author [MS], but did not have any additional role in the study design, data collection and analysis, decision to publish, or preparation of the manuscript.

Author Contributions

Conceived and designed the experiments: SVP M. Vukicevic MS ZZ CD M. Vander Laenen. Performed the experiments: SVP M. Vukicevic MS ZZ CD. Analyzed the data: SVP M. Vukicevic MS ZZ CD. Contributed reagents/materials/analysis tools: SVP M. Vukicevic MS ZZ LC. Wrote the paper: SV MS ZZ M. Vukicevic LC CD.