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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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Dettagli Bibliografici
Pubblicato in:Clin Pharmacol Ther
Autori principali: Rough, Kathryn, Dai, Andrew M., Zhang, Kun, Xue, Yuan, Vardoulakis, Laura M., Cui, Claire, Butte, Atul J., Howell, Michael D., Rajkomar, Alvin
Natura: Artigo
Lingua:Inglês
Pubblicazione: John Wiley and Sons Inc. 2020
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Accesso online: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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