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Moving beyond regression techniques in cardiovascular risk prediction: applying machine learning to address analytic challenges

Risk prediction plays an important role in clinical cardiology research. Traditionally, most risk models have been based on regression models. While useful and robust, these statistical methods are limited to using a small number of predictors which operate in the same way on everyone, and uniformly...

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Detalhes bibliográficos
Publicado no:Eur Heart J
Main Authors: Goldstein, Benjamin A., Navar, Ann Marie, Carter, Rickey E.
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5837244/
https://ncbi.nlm.nih.gov/pubmed/27436868
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/eurheartj/ehw302
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