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Information displays for automated surveillance algorithms of in-hospital patient deterioration: a scoping review.

Yik-Ki Jacob WanMelanie C WrightMary M McFarlandDeniz DishmanMary A NiesAdriana RushKarl Madaras-KellyAmanda JeppesenGuilherme Del Fiol
Published in: Journal of the American Medical Informatics Association : JAMIA (2023)
Despite significant advancements in surveillance algorithms, most information displays continue to leverage well-understood, well-accepted score-based algorithms. Users' trust, algorithmic transparency, and workflow integration are significant hurdles to adopting new algorithms into effective decision support tools.
Keyphrases
  • machine learning
  • deep learning
  • public health
  • health information
  • healthcare
  • high throughput
  • emergency department
  • social media