A Comparison of a Machine Learning Model with EuroSCORE II in Predicting Mortality after Elective Cardiac Surgery: A Decision Curve Analysis

BACKGROUND: The benefits of cardiac surgery are sometimes difficult to predict and the decision to operate on a given individual is complex. Machine Learning and Decision Curve Analysis (DCA) are recent methods developed to create and evaluate prediction models. METHODS AND FINDING: We conducted a r...

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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Allyn, Jérôme, Allou, Nicolas, Augustin, Pascal, Philip, Ivan, Martinet, Olivier, Belghiti, Myriem, Provenchere, Sophie, Montravers, Philippe, Ferdynus, Cyril
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2017
Assuntos:
Research Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5218502/
https://ncbi.nlm.nih.gov/pubmed/28060903
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0169772
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