Is Demography Destiny? Application of Machine Learning Techniques to Accurately Predict Population Health Outcomes from a Minimal Demographic Dataset

For years, we have relied on population surveys to keep track of regional public health statistics, including the prevalence of non-communicable diseases. Because of the cost and limitations of such surveys, we often do not have the up-to-date data on health outcomes of a region. In this paper, we e...

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Detalles Bibliográficos
Autores principales: Luo, Wei, Nguyen, Thin, Nichols, Melanie, Tran, Truyen, Rana, Santu, Gupta, Sunil, Phung, Dinh, Venkatesh, Svetha, Allender, Steve
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4418831/
https://www.ncbi.nlm.nih.gov/pubmed/25938675
http://dx.doi.org/10.1371/journal.pone.0125602

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4418831/
https://www.ncbi.nlm.nih.gov/pubmed/25938675
http://dx.doi.org/10.1371/journal.pone.0125602

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