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Incorporating temporal EHR data in predictive models for risk stratification of renal function deterioration

Predictive models built using temporal data in electronic health records (EHRs) can potentially play a major role in improving management of chronic diseases. However, these data present a multitude of technical challenges, including irregular sampling of data and varying length of available patient...

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Podrobná bibliografie
Vydáno v:J Biomed Inform
Hlavní autoři: Singh, Anima, Nadkarni, Girish, Gottesman, Omri, Ellis, Stephen B., Bottinger, Erwin P., Guttag, John V.
Médium: Artigo
Jazyk:Inglês
Vydáno: 2014
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC4520404/
https://ncbi.nlm.nih.gov/pubmed/25460205
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jbi.2014.11.005
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