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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Bibliografiske detaljer
Udgivet i:Eur J Public Health
Main Authors: 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
Sprog:Inglês
Udgivet: Oxford University Press 2019
Fag:
Public Health Monitoring
Online adgang: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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