Developing new machine learning ensembles for quality spine diagnosis

作者：

Highlights：

• Computer aided diagnosis system integrated with MAP and SPC.

• Proposed hybrid machine learning models.

• New design for reliable inference system with higher software reliability and quality.

• KDE used for first time in distinguishing patients.

• DOE optimization in machine learning.

摘要

•Computer aided diagnosis system integrated with MAP and SPC.•Proposed hybrid machine learning models.•New design for reliable inference system with higher software reliability and quality.•KDE used for first time in distinguishing patients.•DOE optimization in machine learning.

论文关键词：Machine learning ensembles,Multimethod assessment process,Statistical process control,Spine diagnosis,Bayesian network,Software reliability

论文评审过程：Received 19 March 2012, Revised 6 October 2014, Accepted 13 October 2014, Available online 19 October 2014.

论文官网地址：https://doi.org/10.1016/j.knosys.2014.10.012