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Using machine learning to improve risk prediction in durable left ventricular assist devices

Risk models have historically displayed only moderate predictive performance in estimating mortality risk in left ventricular assist device therapy. This study evaluated whether machine learning can improve risk prediction for left ventricular assist devices. Primary durable left ventricular assist...

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Bibliografiske detaljer
Udgivet i:PLoS One
Main Authors: Kilic, Arman, Dochtermann, Daniel, Padman, Rema, Miller, James K., Dubrawski, Artur
Format: Artigo
Sprog:Inglês
Udgivet: Public Library of Science 2021
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7946192/
https://ncbi.nlm.nih.gov/pubmed/33690687
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0247866
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