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Electronic surveillance criteria for non-ventilator-associated hospital-acquired pneumonia: Assessment of reliability and validity.

Sarah E SternMatthew A ChristensenMcKenna R NeversJian YingCaroline McKennaShannon MunroChanu RheeMatthew H SamoreMichael KlompasBarbara E Jones
Published in: Infection control and hospital epidemiology (2023)
Electronic NV-HAP surveillance criteria correlated moderately with existing manual surveillance criteria. Reviewer variability for all manual assessments was high. Electronic surveillance using clinical data may therefore allow for more consistent and efficient surveillance with similar accuracy compared to manual assessments or diagnosis codes.
Keyphrases
  • public health
  • healthcare
  • emergency department
  • intensive care unit
  • machine learning
  • artificial intelligence
  • acute respiratory distress syndrome
  • drug induced