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

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.We conducted a retrospective cohort study using a...

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Hlavní autoři: Jérôme Allyn, Nicolas Allou, Pascal Augustin, Ivan Philip, Olivier Martinet, Myriem Belghiti, Sophie Provenchere, Philippe Montravers, Cyril Ferdynus
Médium: Artigo
Jazyk:Inglês
Vydáno: Public Library of Science (PLoS) 2017-01-01
Edice:PLoS ONE
On-line přístup:http://europepmc.org/articles/PMC5218502?pdf=render
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