Estimating disease prevalence from drug utilization data using the Random Forest algorithm

BACKGROUND: Aggregated claims data on medication are often used as a proxy for the prevalence of diseases, especially chronic diseases. However, linkage between medication and diagnosis tend to be theory based and not very precise. Modelling disease probability at an individual level using individua...

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Bibliographische Detailangaben
Veröffentlicht in:Eur J Public Health
Hauptverfasser: Slobbe, Laurentius C J, Füssenich, Koen, Wong, Albert, Boshuizen, Hendriek C, Nielen, Markus M J, Polder, Johan J, Feenstra, Talitha L, van Oers, Hans A M
Format: Artigo
Sprache:Inglês
Veröffentlicht: Oxford University Press 2019
Schlagworte:
Public Health Monitoring
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6660107/
https://ncbi.nlm.nih.gov/pubmed/30608539
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/eurpub/cky270
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