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A data-driven approach to predicting diabetes and cardiovascular disease with machine learning

BACKGROUND: Diabetes and cardiovascular disease are two of the main causes of death in the United States. Identifying and predicting these diseases in patients is the first step towards stopping their progression. We evaluate the capabilities of machine learning models in detecting at-risk patients...

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Detalhes bibliográficos
Publicado no:BMC Med Inform Decis Mak
Principais autores: Dinh, An, Miertschin, Stacey, Young, Amber, Mohanty, Somya D.
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6836338/
https://ncbi.nlm.nih.gov/pubmed/31694707
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12911-019-0918-5
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