Prediction of cardiovascular outcomes with machine learning techniques: application to the Cardiovascular Outcomes in Renal Atherosclerotic Lesions (CORAL) study

BACKGROUND: Data derived from the Cardiovascular Outcomes in Renal Atherosclerotic Lesions (CORAL) study were analyzed in an effort to employ machine learning methods to predict the composite endpoint described in the original study. METHODS: We identified 573 CORAL subjects with complete baseline d...

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Detalhes bibliográficos
Publicado no:Int J Nephrol Renovasc Dis
Main Authors: Chen, Tian, Brewster, Pamela, Tuttle, Katherine R, Dworkin, Lance D, Henrich, William, Greco, Barbara A, Steffes, Michael, Tobe, Sheldon, Jamerson, Kenneth, Pencina, Karol, Massaro, Joseph M, D’Agostino, Ralph B, Cutlip, Donald E, Murphy, Timothy P, Cooper, Christopher J, Shapiro, Joseph I
Formato: Artigo
Idioma:Inglês
Publicado em: Dove Medical Press 2019
Assuntos:
Original Research
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6433104/
https://ncbi.nlm.nih.gov/pubmed/30962703
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2147/IJNRD.S194727
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