Predicting intracranial pressure monitor placement in children with traumatic brain injury: a prospective cohort study to develop a clinical decision support tool.

Journal: Journal of the American Medical Informatics Association : JAMIA
Published Date:

Abstract

OBJECTIVE: Clinicians currently make decisions about placing an intracranial pressure (ICP) monitor in children with traumatic brain injury (TBI) without the benefit of an accurate clinical decision support tool. The goal of this study was to develop and validate a model that predicts placement of an ICP monitor and updates as new information becomes available.

Authors

  • Seth Russell
    Data Science to Patient Value (D2V) Initiative, University of Colorado School of Medicine, Aurora, CO.
  • Peter E DeWitt
    Department of Biomedical Informatics, University of Colorado School of Medicine, Aurora, Colorado.
  • Laura Helmkamp
    Adult and Child Center for Health Outcomes Research and Delivery Science (ACCORDS), University of Colorado School of Medicine, Aurora, CO 80045, United States.
  • Kathryn Colborn
    University of Colorado Denver, Anschutz Medical Campus, Aurora.
  • Charlotte Gray
    Department of Biomedical Informatics, University of Colorado School of Medicine, Aurora, Colorado.
  • Margaret Rebull
    Department of Biomedical Informatics, University of Colorado School of Medicine, Aurora, CO 80045, United States.
  • Yamila L Sierra
    Department of Medicine, University of Colorado School of Medicine, Aurora, CO 80045, United States.
  • Rachel Greer
    Children's Hospital Colorado Research Institute, Aurora, CO 80045, United States.
  • Lexi Petruccelli
    Children's Hospital Colorado Research Institute, Aurora, CO 80045, United States.
  • Sara Shankman
    Children's Hospital Colorado Research Institute, Aurora, CO 80045, United States.
  • Todd C Hankinson
    Department of Neurosurgery, University of Colorado School of Medicine, Aurora, CO, United States.
  • Fuyong Xing
  • David J Albers
    University of Colorado, Anschutz Medical Campus, Section of Informatics and Data Science, Departments of Pediatrics, Biomedical Engineering, and Biostatistics and Informatics, and Department of Biomedical Informatics, Columbia University.
  • Tellen D Bennett
    Section of Informatics and Data Science, Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO.

Keywords

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