Healthcare personnel interactive pathogen exposure response system.

Leigh L SmithSusan A FallonZunaira Q VirkAlejandra B SalinasMelanie S CurlessSara E CosgroveLisa L MaragakisClare Rock Eili Y Kleinnull null

Published in: Infection control and hospital epidemiology (2023)

Exposure investigations are labor intensive and vulnerable to recall bias. We developed an algorithm to identify healthcare personnel (HCP) interactions from the electronic health record (EHR), and we evaluated its accuracy against conventional exposure investigations. The EHR algorithm identified every known transmission and used ranking to produce a manageable contact list.

Keyphrases

electronic health record
healthcare
clinical decision support
machine learning
deep learning
candida albicans
social media