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Development and validation of early prediction models for new-onset functional impairment at hospital discharge of ICU admission.

Hiroyuki OhbeTadahiro GotoKensuke NakamuraHiroki MatsuiHideo Yasunaga
Published in: Intensive care medicine (2022)
We successfully developed early prediction models of new-onset functional impairment after ICU admission that achieved high performance using only data routinely collected within 2 days of ICU admission.
Keyphrases
  • intensive care unit
  • emergency department
  • mechanical ventilation
  • electronic health record
  • machine learning
  • extracorporeal membrane oxygenation