Bias and ethical considerations in machine learning and the automation of perioperative risk assessment.

Abstract

Authors

• Vikas N O'Reilly-Shah
  Department of Anesthesiology and Pain Medicine, University of Washington School of Medicine, Seattle, WA, USA; Department of Anesthesiology and Pain Medicine, Seattle Children's Hospital, Seattle, WA, USA. Electronic address: voreill@uw.edu.
• Katherine R Gentry
  Department of Anesthesiology and Pain Medicine, University of Washington School of Medicine, Seattle, WA, USA; Department of Anesthesiology and Pain Medicine, Seattle Children's Hospital, Seattle, WA, USA.
• Andrew M Walters
  Department of Anesthesiology and Pain Medicine, University of Washington School of Medicine, Seattle, WA, USA.
• Joel Zivot
  Department of Anesthesiology, Emory University, Atlanta, GA, USA.
• Corrie T Anderson
  Department of Anesthesiology and Pain Medicine, University of Washington School of Medicine, Seattle, WA, USA; Department of Anesthesiology and Pain Medicine, Seattle Children's Hospital, Seattle, WA, USA.
• Patrick J Tighe
  Department of Anesthesiology, University of Florida College of Medicine, Gainesville, Florida, USA.

Keywords

External Resources