Mining tasks and task characteristics from electronic health record audit logs with unsupervised machine learning

OBJECTIVE: The characteristics of clinician activities while interacting with electronic health record (EHR) systems can influence the time spent in EHRs and workload. This study aims to characterize EHR activities as tasks and define novel, data-driven metrics. MATERIALS AND METHODS: We leveraged u...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:J Am Med Inform Assoc
Prif Awduron: Chen, Bob, Alrifai, Wael, Gao, Cheng, Jones, Barrett, Novak, Laurie, Lorenzi, Nancy, France, Daniel, Malin, Bradley, Chen, You
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Oxford University Press 2021
Pynciau:
Research and Applications
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC8200270/
https://ncbi.nlm.nih.gov/pubmed/33576432
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/jamia/ocaa338
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