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Can machine-learning improve cardiovascular risk prediction using routine clinical data?

BACKGROUND: Current approaches to predict cardiovascular risk fail to identify many people who would benefit from preventive treatment, while others receive unnecessary intervention. Machine-learning offers opportunity to improve accuracy by exploiting complex interactions between risk factors. We a...

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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Weng, Stephen F., Reps, Jenna, Kai, Joe, Garibaldi, Jonathan M., Qureshi, Nadeem
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5380334/
https://ncbi.nlm.nih.gov/pubmed/28376093
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0174944
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