Predicting reintubation, prolonged mechanical ventilation and death in post-coronary artery bypass graft surgery: a comparison between artificial neural networks and logistic regression models

INTRODUCTION: In coronary artery bypass (CABG) surgery, the common complications are the need for reintubation, prolonged mechanical ventilation (PMV) and death. Thus, a reliable model for the prognostic evaluation of those particular outcomes is a worthwhile pursuit. The existence of such a system...

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Detalles Bibliográficos
Autores principales: Mendes, Renata G., de Souza, César R., Machado, Maurício N., Correa, Paulo R., Di Thommazo-Luporini, Luciana, Arena, Ross, Myers, Jonathan, Pizzolato, Ednaldo B., Borghi-Silva, Audrey
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Termedia Publishing House 2015
Materias:
Clinical Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4548023/
https://www.ncbi.nlm.nih.gov/pubmed/26322087
http://dx.doi.org/10.5114/aoms.2015.48145

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