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 FiolPublished 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.