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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Detalles Bibliográficos
Autores principales: Kilic, Arman, Dochtermann, Daniel, Padman, Rema, Miller, James K., Dubrawski, Artur
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7946192/
https://www.ncbi.nlm.nih.gov/pubmed/33690687
http://dx.doi.org/10.1371/journal.pone.0247866

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