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Validation of the 'paediatric extracorporeal membrane oxygenation prediction' model in a UK extracorporeal membrane oxygenation centre.

Hari Krishnan KanthimathinathanSarah WebbDavid EllisMargaret FarleyTimothy J Jones
Published in: Perfusion (2020)
This small single-centre study with a small number of events was unable to validate the paediatric extracorporeal membrane oxygenation prediction-model of risk-adjustment. Although this remains the most promising of all the available models, further validation in larger data sets and/or refinement may be required before widespread use.
Keyphrases
  • extracorporeal membrane oxygenation
  • acute respiratory distress syndrome
  • intensive care unit
  • respiratory failure
  • emergency department
  • electronic health record
  • cross sectional
  • machine learning
  • data analysis