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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Опубликовано в: :Eur J Public Health
Главные авторы: 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
Формат: Artigo
Язык:Inglês
Опубликовано: Oxford University Press 2019
Предметы:
Public Health Monitoring
Online-ссылка: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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