Bayesian averaging over Decision Tree models for trauma severity scoring

作者：

Highlights：

• Bayesian model averaging for predicting survival probabilities of injured patients.

• Reliable estimation of uncertainty in trauma injury severity scoring.

• A web application available for trauma care practitioners.

摘要

•Bayesian model averaging for predicting survival probabilities of injured patients.•Reliable estimation of uncertainty in trauma injury severity scoring.•A web application available for trauma care practitioners.

论文关键词：Bayesian method,Decision Tree,Predictive posterior distribution,Injury severity scoring

论文评审过程：Received 28 February 2017, Revised 4 December 2017, Accepted 13 December 2017, Available online 21 December 2017, Version of Record 5 February 2018.

论文官网地址：https://doi.org/10.1016/j.artmed.2017.12.003