Development, Implementation, and Evaluation of a Personalized Machine Learning Algorithm for Clinical Decision Support: Case Study With Shingles Vaccination

BACKGROUND: Although clinical decision support (CDS) alerts are effective reminders of best practices, their effectiveness is blunted by clinicians who fail to respond to an overabundance of inappropriate alerts. An electronic health record (EHR)–integrated machine learning (ML) algorithm is a poten...

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Detalles Bibliográficos
Autores principales: Chen, Ji, Chokshi, Sara, Hegde, Roshini, Gonzalez, Javier, Iturrate, Eduardo, Aphinyanaphongs, Yin, Mann, Devin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2020
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7221637/
https://www.ncbi.nlm.nih.gov/pubmed/32347813
http://dx.doi.org/10.2196/16848

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