Predicting Inpatient Medication Orders From Electronic Health Record Data

In a general inpatient population, we predicted patient‐specific medication orders based on structured information in the electronic health record (EHR). Data on over three million medication orders from an academic medical center were used to train two machine‐learning models: A deep learning seque...

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Detalles Bibliográficos
Publicado en:Clin Pharmacol Ther
Autores principales: Rough, Kathryn, Dai, Andrew M., Zhang, Kun, Xue, Yuan, Vardoulakis, Laura M., Cui, Claire, Butte, Atul J., Howell, Michael D., Rajkomar, Alvin
Formato: Artigo
Lenguaje:Inglês
Publicado: John Wiley and Sons Inc. 2020
Materias:
Research
Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC7325318/
https://ncbi.nlm.nih.gov/pubmed/32141068
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/cpt.1826
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