Heart-Brain 346-7 Score: the development and validation of a simple mortality prediction score for carbon monoxide poisoning utilizing deep learning.

Journal: Clinical toxicology (Philadelphia, Pa.)
PMID: 37417305

Abstract

INTRODUCTION: Acute mortality from carbon monoxide poisoning is 1-3%. The long-term mortality risk of survivors of carbon monoxide poisoning is doubled compared to age-matched controls. Cardiac involvement also increases mortality risk. We built a clinical risk score to identify carbon monoxide-poisoned patients at risk for acute and long-term mortality.

Authors

  • Jason J Rose
    University of MD School of Medicine, University of Maryland, Baltimore, MA, USA.
  • Michael S Zhang
    Division of Pulmonary, Allergy and Critical Care Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA.
  • Jerry Pan
    Department of Medicine, University of Pittsburgh, Pittsburgh, PA, USA.
  • Marc C Gauthier
    Division of Pulmonary, Allergy and Critical Care Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA.
  • Anthony F Pizon
    Division of Medical Toxicology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA.
  • Melissa I Saul
    Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States.
  • Seyed M Nouraie
    Division of Pulmonary, Allergy and Critical Care Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA.

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