The Pediatric Data Science and Analytics Subgroup of the Pediatric Acute Lung Injury and Sepsis Investigators Network: Use of Supervised Machine Learning Applications in Pediatric Critical Care Medicine Research.

Abstract

Authors

• Julia A Heneghan
  Department of Pediatrics, Division of Critical Care Medicine, Children's National Hospital and George Washington University School of Medicine and Health Sciences, Washington, DC.
• Sarah B Walker
  Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL, USA. sbwalker@luriechildrens.org.
• Andrea Fawcett
  Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
• Tellen D Bennett
  Section of Informatics and Data Science, Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO.
• Adam C Dziorny
  Department of Pediatrics, University of Rochester, Rochester, NY.
• L Nelson Sanchez-Pinto
  Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
• Reid W D Farris
  Department of Pediatrics, University of Washington and Seattle Children's Hospital, Seattle, WA.
• Meredith C Winter
  Department of Anesthesiology Critical Care Medicine, Children's Hospital Los Angeles and Keck School of Medicine, University of Southern California, Los Angeles, CA.
• Colleen Badke
  Department of Pediatrics (Critical Care), Northwestern University Feinberg School of Medicine and Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL.
• Blake Martin
  Departments of Biomedical Informatics and Pediatrics (Critical Care Medicine), University of Colorado School of Medicine, Aurora, CO.
• Stephanie R Brown
  Section of Pediatric Critical Care, Oklahoma Children's Hospital and Department of Pediatrics, University of Oklahoma Health Sciences Center, Oklahoma City, OK.
• Michael C McCrory
  Department of Anesthesiology, Wake Forest University School of Medicine, Winston Salem, NC.
• Manette Ness-Cochinwala
  Department of Pediatrics, Rutgers Robert Wood Johnson, New Brunswick, NJ.
• Colin Rogerson
  Division of Critical Care, Department of Pediatrics, Indiana University, Indianapolis, IN.
• Orkun Baloglu
  Department of Pediatric Critical Care Medicine, Cleveland Clinic Children's, Cleveland Clinic, Cleveland, Ohio, USA BALOGLO@ccf.org.
• Ilana Harwayne-Gidansky
  Department of Pediatrics, Bernard and Millie Duker Children's Hospital, Albany, NY.
• Matthew R Hudkins
  Division of Pediatric Critical Care, Department of Pediatrics, Oregon Health & Science University, Portland, OR.
• Rishikesan Kamaleswaran
  Department of Biomedical Informatics, Emory University School of Medicine, Atlanta, GA.
• Sandeep Gangadharan
  Department of Pediatrics, Mount Sinai Icahn School of Medicine, New York, NY.
• Sandeep Tripathi
  Department of Pediatrics, University of Illinois College of Medicine at Peoria/OSF HealthCare, Children's Hospital of Illinois, Peoria, IL.
• Eneida A Mendonca
  University of Wisconsin-Madison, USA.
• Barry P Markovitz
  Division of Pediatric Critical Care, Department of Pediatrics, University of Utah Spencer F Eccles School of Medicine, Intermountain Primary Children's Hospital, Salt Lake City, UT.
• Anoop Mayampurath
  Department of Medicine, University of Wisconsin-Madison, Madison, WI, United States.
• Michael C Spaeder
  Department of Pediatrics, University of Virginia School of Medicine, Charlottesville, VA.

Keywords

External Resources