Comparison of prediction model for cardiovascular autonomic dysfunction using artificial neural network and logistic regression analysis.

TitleComparison of prediction model for cardiovascular autonomic dysfunction using artificial neural network and logistic regression analysis.
Publication TypeJournal Article
Year of Publication2013
AuthorsTang Z-H, Liu J, Zeng F, Li Z, Yu X, Zhou L
JournalPloS one
Volume8
Issue8
Paginatione70571
Date Published2013
Abstract

This study aimed to develop the artificial neural network (ANN) and multivariable logistic regression (LR) analyses for prediction modeling of cardiovascular autonomic (CA) dysfunction in the general population, and compare the prediction models using the two approaches.

DOI10.1371/journal.pone.0071430
Alternate JournalPLoS ONE