Comparison of machine learning techniques in prediction of mortality following cardiac surgery: analysis of over 220 000 patients from a large national database

OBJECTIVES: To perform a systematic comparison of in-hospital mortality risk prediction post-cardiac surgery, between the predominant scoring system—European System for Cardiac Operative Risk Evaluation (EuroSCORE) II, logistic regression (LR) retrained on the same variables and alternative machine...

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Detalles Bibliográficos
Autores principales: Sinha, Shubhra, Dong, Tim, Dimagli, Arnaldo, Vohra, Hunaid A, Holmes, Chris, Benedetto, Umberto, Angelini, Gianni D
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
General Adult Cardiac
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10275911/
https://www.ncbi.nlm.nih.gov/pubmed/37154705
http://dx.doi.org/10.1093/ejcts/ezad183

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