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Real-time prediction of mortality, readmission, and length of stay using electronic health record data

Objective To develop a predictive model for real-time predictions of length of stay, mortality, and readmission for hospitalized patients using electronic health records (EHRs). Materials and Methods A Bayesian Network model was built to estimate the probability of a hospitalized patient being “at h...

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Shranjeno v:
Bibliografske podrobnosti
izdano v:J Am Med Inform Assoc
Main Authors: Cai, Xiongcai, Perez-Concha, Oscar, Coiera, Enrico, Martin-Sanchez, Fernando, Day, Richard, Roffe, David, Gallego, Blanca
Format: Artigo
Jezik:Inglês
Izdano: Oxford University Press 2016
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC7839923/
https://ncbi.nlm.nih.gov/pubmed/26374704
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/jamia/ocv110
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