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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Dettagli Bibliografici
Pubblicato in:Int J Nephrol Renovasc Dis
Autori principali: 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
Natura: Artigo
Lingua:Inglês
Pubblicazione: Dove Medical Press 2019
Soggetti:
Original Research
Accesso online: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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