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Dynamic Prediction of Patient Outcomes in the Intensive Care Unit: A Scoping Review of the State-of-the-Art.

Linda LappMarc RoperKimberley KavanaghMatt-Mouley BouamraneStefan Schraag
Published in: Journal of intensive care medicine (2023)
The included studies demonstrated that there is a strong interest in developing dynamic prediction models for various ICU patient outcomes. Most models reported focus on mortality. As such, the development of further models focusing on a range of other serious and well-defined complications-such as acute kidney injury-would be beneficial. Furthermore, studies should improve the reporting of key aspects of model development challenges.
Keyphrases
  • acute kidney injury
  • case control
  • risk factors
  • intensive care unit
  • type diabetes
  • cardiovascular events
  • emergency department
  • electronic health record
  • extracorporeal membrane oxygenation