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...

Celý popis

Uloženo v:
Podrobná bibliografie
Vydáno v:Eur J Public Health
Hlavní autoři: 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
Médium: Artigo
Jazyk:Inglês
Vydáno: Oxford University Press 2019
Témata:
Public Health Monitoring
On-line přístup: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
Tagy: Přidat tag
Žádné tagy, Buďte první, kdo otaguje tento záznam!

Podobné jednotky