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Risk prediction for chronic kidney disease progression using heterogeneous electronic health record data and time series analysis

Background As adoption of electronic health records continues to increase, there is an opportunity to incorporate clinical documentation as well as laboratory values and demographics into risk prediction modeling. Objective The authors develop a risk prediction model for chronic kidney disease (CKD)...

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Detalles Bibliográficos
Autores principales: Perotte, Adler, Ranganath, Rajesh, Hirsch, Jamie S, Blei, David, Elhadad, Noémie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4482276/
https://www.ncbi.nlm.nih.gov/pubmed/25896647
http://dx.doi.org/10.1093/jamia/ocv024