Machine Learning for Predicting Critical Events Among Hospitalized Children.

Abstract

Authors

• Sierra Strutz
  Department of Biostatistics & Medical Informatics, University of Wisconsin-Madison, Madison.
• Huan Liang
  State Key Laboratory for Innovation and Transformation of Luobing Theory; Key Laboratory of Cardiovascular Remodeling and Function Research of MOE, NHC, CAMS and Shandong Province; Department of Cardiology, Qilu Hospital of Shandong University, Jinan, 250012, China.
• Kyle Carey
  Department of Medicine, University of Chicago, Chicago, IL.
• Fereshteh Bashiri
  Marshfield Clinic Research Institute, Marshfield, WI, USA.
• Priti Jani
  Department of Pediatrics, University of Chicago, Chicago, IL.
• Emily Gilbert
  Department of Medicine, Loyola University Medical Center, Maywood, IL.
• Julie L Fitzgerald
  Department of Pediatrics, Loyola University Medical Center, Chicago, Illinois.
• Nicholas Kuehnel
  Department of Emergency Medicine, University of Wisconsin-Madison, Madison.
• Maya Dewan
  Department of Pediatrics, University of Cincinnati College of Medicine (M Dewan, M Klein, and M Zackoff), Cincinnati, Ohio; Division of Critical Care Medicine, Department of Pediatrics, Cincinnati Children's Hospital Medical Center (C Merritt, M Dewan, and M Zackoff), Cincinnati, Ohio.
• L Nelson Sanchez-Pinto
  Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
• Dana Edelson
  Department of Medicine, University of Chicago, Chicago IL, United States.
• Majid Afshar
  Loyola University Chicago, Chicago, IL.
• Matthew Churpek
  Department of Medicine, University of Chicago, Chicago, IL, United States of America.
• Anoop Mayampurath
  Department of Medicine, University of Wisconsin-Madison, Madison, WI, United States.

Keywords

External Resources