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Best Practices for Identifying Hospitalized Lower Respiratory Tract Infections Using Administrative Data: A Systematic Literature Review of Validation Studies.

Germaine HanquetChristian TheilackerJeffrey VietriIngrid Sepúlveda-PachónSonia MenonBradford GessnerElizabeth Begier
Published in: Infectious diseases and therapy (2024)
Our systematic review highlights that most ICD code-based algorithms are relatively specific, but miss a substantial number of hospitalized LRTI adult cases. Best practices to estimate LRTI incidence in this population include the use of all pneumonia ICD codes for any LRTI outcome and, to a lesser extent, those for other LRTI-related infections or respiratory diseases.
Keyphrases
  • respiratory tract
  • systematic review
  • primary care
  • healthcare
  • machine learning
  • risk factors
  • electronic health record
  • deep learning
  • intensive care unit
  • artificial intelligence
  • extracorporeal membrane oxygenation