Predicting vital sign deviations during surgery from patient monitoring data: developing and validating single-stream deep learning models.

Abstract

Authors

• Alina Dubatovka
  Department of Computer Science, ETH Zurich, Zurich, Switzerland.
• Christoph B Nöthiger
  Institute of Anaesthesiology, University of Zurich, University Hospital Zurich, Zurich, Switzerland.
• Donat R Spahn
  Institute of Anaesthesiology, University of Zurich, University Hospital Zurich, Zurich, Switzerland.
• Joachim M Buhmann
  Department of Computer Science, ETH Zurich, Switzerland.
• Tadzio R Roche
  Institute of Anaesthesiology, University of Zurich, University Hospital Zurich, Zurich, Switzerland. Electronic address: Tadzioraoul.roche@usz.ch.
• David W Tscholl
  Institute of Anaesthesiology, University of Zurich, University Hospital Zurich, Zurich, Switzerland.

Keywords

External Resources