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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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Detalhes bibliográficos
Publicado no:Clin Pharmacol Ther
Main Authors: Rough, Kathryn, Dai, Andrew M., Zhang, Kun, Xue, Yuan, Vardoulakis, Laura M., Cui, Claire, Butte, Atul J., Howell, Michael D., Rajkomar, Alvin
Formato: Artigo
Idioma:Inglês
Publicado em: John Wiley and Sons Inc. 2020
Assuntos:
Acesso em linha: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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