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Estimating disease prevalence from drug utilization data using the Random Forest algorithm.
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.
Affiliation
  • Slobbe LCJ; National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands.
  • Füssenich K; Tilburg University, Department Tranzo, Tilburg, The Netherlands.
  • Wong A; National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands.
  • Boshuizen HC; Groningen University, University Medical Center, Department of Epidemiology, Groningen, The Netherlands.
  • Nielen MMJ; National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands.
  • Polder JJ; National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands.
  • Feenstra TL; Wageningen University and Research, Wageningen, The Netherlands.
  • van Oers HAM; Netherlands Institute for Health Services Research (NIVEL), Utrecht, The Netherlands.
Eur J Public Health ; 29(4): 615-621, 2019 Aug 01.
Article in En | MEDLINE | ID: mdl-30608539
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Algorithms / Chronic Disease / Probability / Drug Utilization / Hospitalization Type of study: Clinical_trials / Prevalence_studies / Prognostic_studies / Risk_factors_studies / Screening_studies Limits: Adult / Aged / Aged80 / Female / Humans / Male / Middle aged Country/Region as subject: Europa Language: En Journal: Eur J Public Health Journal subject: EPIDEMIOLOGIA / SAUDE PUBLICA Year: 2019 Type: Article Affiliation country: Netherlands
Fulltext
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Algorithms / Chronic Disease / Probability / Drug Utilization / Hospitalization Type of study: Clinical_trials / Prevalence_studies / Prognostic_studies / Risk_factors_studies / Screening_studies Limits: Adult / Aged / Aged80 / Female / Humans / Male / Middle aged Country/Region as subject: Europa Language: En Journal: Eur J Public Health Journal subject: EPIDEMIOLOGIA / SAUDE PUBLICA Year: 2019 Type: Article Affiliation country: Netherlands