Mining high-dimensional administrative claims data to predict early hospital readmissions

BACKGROUND: Current readmission models use administrative data supplemented with clinical information. However, the majority of these result in poor predictive performance (area under the curve (AUC)<0.70). OBJECTIVE: To develop an administrative claim-based algorithm to predict 30-day readmissio...

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Bibliografiske detaljer
Main Authors: He, Danning, Mathews, Simon C, Kalloo, Anthony N, Hutfless, Susan
Format: Artigo
Sprog:Inglês
Udgivet: BMJ Publishing Group 2014
Fag:
Research and Applications
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3932470/
https://ncbi.nlm.nih.gov/pubmed/24076748
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1136/amiajnl-2013-002151
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