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Healthcare Process Modeling to Phenotype Clinician Behaviors for Exploiting the Signal Gain of Clinical Expertise (HPM-ExpertSignals): Development and evaluation of a conceptual framework.

Sarah Collins RossettiChris KnaplundDavid J AlbersPatricia C DykesMin Jeoung KangTom Z KorachLi ZhouKumiko SchnockJose GarciaJessica M SchwartzLi-Heng FuJeffrey G KlannGraham LowenthalKenrick Cato
Published in: Journal of the American Medical Informatics Association : JAMIA (2021)
We propose this framework as an approach to embed clinicians' knowledge-driven behaviors in predictions and inferences to facilitate capture of healthcare processes that are activated independently, and sometimes well before, physiological changes are apparent.
Keyphrases
  • healthcare
  • palliative care
  • magnetic resonance imaging
  • health information
  • diffusion weighted imaging
  • magnetic resonance