Survival in the Intensive Care Unit: A prognosis model based on Bayesian classifiers

作者：

Highlights：

• A predictive prognosis model based on Bayesian classifiers is proposed.

• Risk mortality in Intensive Care Unit is predicted.

• Destination of patients is predicted.

• Proposed model is compared with APACHE II score.

摘要

•A predictive prognosis model based on Bayesian classifiers is proposed.•Risk mortality in Intensive Care Unit is predicted.•Destination of patients is predicted.•Proposed model is compared with APACHE II score.

论文关键词：Intensive Care Unit,Mortality risk,Bayesian classifier ensemble,Area Under the Curve,F-score,APACHE II

论文评审过程：Received 30 October 2020, Revised 1 March 2021, Accepted 17 March 2021, Available online 23 March 2021, Version of Record 7 April 2021.

论文官网地址：https://doi.org/10.1016/j.artmed.2021.102054