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Identification and internal validation of models for predicting survival and ICU admission following a traumatic injury.

Rebecca J MitchellHsuen P TingTim DriscollJeffrey Braithwaite
Published in: Scandinavian journal of trauma, resuscitation and emergency medicine (2018)
The inclusion of comorbid conditions, injury mechanism and nature of injury, improved discrimination for both 90-day mortality and ICU admission. Moves to routinely use ICD-based injury severity measures, such as ICISS, should be considered for hospitalisation data replacing more resource-intensive injury severity classification measures.
Keyphrases
  • intensive care unit
  • emergency department
  • type diabetes
  • cardiovascular disease
  • deep learning
  • coronary artery disease
  • cardiovascular events
  • artificial intelligence
  • acute respiratory distress syndrome