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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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Bibliografiske detaljer
Udgivet i:BMC Med Inform Decis Mak
Main Authors: Dinh, An, Miertschin, Stacey, Young, Amber, Mohanty, Somya D.
Format: Artigo
Sprog:Inglês
Udgivet: BioMed Central 2019
Fag:
Online adgang: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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