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Developing DELPHI expert consensus rules for a digital twin model of acute stroke care in the neuro critical care unit.

Johnny DangAmos LalAmy MontgomeryLaure FlurinJohn LitellOgnjen GajicAlejandro Rabinsteinnull null
Published in: BMC neurology (2023)
This descriptive study demonstrates the use of the DELPHI process to generate consensus among experts and establish a set of rules for the development of a digital twin model for use in the neurologic ICU. Compared to associative models of AI, which develop rules based on finding associations in datasets, digital twin AI created by the DELPHI process are easily interpretable models based on a current understanding of underlying physiology.
Keyphrases
  • artificial intelligence
  • healthcare
  • palliative care
  • intensive care unit
  • machine learning
  • mechanical ventilation
  • quality improvement
  • pain management