Belief rule-based inference for predicting trauma outcome

作者：

Highlights：

• A RIMER methodology-based trauma outcome prediction model is developed.

• The RIMER-based prediction model is fine-tuned and validated using historical data.

• LR, SVM, and ANN models are developed and compared with the RIMER model.

• The RIMER model has the best prediction performance among the four models.

摘要

•A RIMER methodology-based trauma outcome prediction model is developed.•The RIMER-based prediction model is fine-tuned and validated using historical data.•LR, SVM, and ANN models are developed and compared with the RIMER model.•The RIMER model has the best prediction performance among the four models.

论文关键词：Belief rule base,Evidential reasoning approach,Logistic regression,Support vector machine,Artificial neural network,Outcome prediction

论文评审过程：Available online 11 December 2015, Version of Record 27 January 2016.

论文官网地址：https://doi.org/10.1016/j.knosys.2015.12.002