Special Issue on CDS Failures: Performance Degradation between Development and Deployment of a Predictive Model for Central-Line Associated Blood Stream Infections in Hospitalized Children.

Journal: Applied clinical informatics
Published Date: May 12, 2025

Abstract

BACKGROUND: Central line-associated bloodstream infections (CLABSIs) are associated with substantial pediatric morbidity and mortality. The capacity to predict which children with central lines are at greatest risk of CLABSI could inform surveillance and prevention efforts. Our team previously published in silico predictive models for CLABSI.

Authors

  • Jonathan M Beus
    Department of Pediatrics, Emory University School of Medicine, Atlanta, Georgia, United States.
  • Mark Mai
    Department of Pediatrics, Emory University School of Medicine, Atlanta, Georgia, United States.
  • Nikolay P Braykov
    Pediatrics, Children's Healthcare of Atlanta Inc, Atlanta, United States.
  • Swaminathan Kandaswamy
    Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA.
  • Edwin Ray
    Pediatrics, Children's Healthcare of Atlanta Inc, Atlanta, United States.
  • D Brad Cundiff
    Pediatrics, Children's Healthcare of Atlanta Inc, Atlanta, United States.
  • Paulette Djachechi
    Pediatrics, Children's Healthcare of Atlanta Inc, Atlanta, United States.
  • Sarah A Thompson
    IS&T, Children's Healthcare of Atlanta Inc, Atlanta, United States.
  • Azade Tabaie
    Department of Biomedical Informatics, Emory School of Medicine, Atlanta, GA, USA.
  • Ryan Birmingham
    United States Food and Drug Administration, Center for Devices and Radiological Health, Office of Science and Engineering Laboratories, Division of Imaging Diagnostics and Software Reliability, Silver Spring, Maryland; Department of Biomedical Informatics, Emory University School of Medicine, Atlanta, Georgia.
  • Rishi Kamaleswaran
    Surgery, Duke University School of Medicine, Durham, United States.
  • Evan Orenstein
    Department of Pediatrics, Emory University School of Medicine, Atlanta, Georgia, United States.

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