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Predicting 72-hour and 9-day return to the emergency department using machine learning

OBJECTIVES: To predict 72-h and 9-day emergency department (ED) return by using gradient boosting on an expansive set of clinical variables from the electronic health record. METHODS: This retrospective study included all adult discharges from a level 1 trauma center ED and a community hospital ED c...

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Vydáno v:JAMIA Open
Hlavní autoři: Hong, Woo Suk, Haimovich, Adrian Daniel, Taylor, Richard Andrew
Médium: Artigo
Jazyk:Inglês
Vydáno: Oxford University Press 2019
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6951979/
https://ncbi.nlm.nih.gov/pubmed/31984367
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/jamiaopen/ooz019
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