Knowledge discovery in medicine: Current issue and future trend

作者:

Highlights:

• This paper reviews data mining application in medicine from 1999 to 2013.

• Medical data mining definition and its main goals and challenges are clarified.

• Comprehensive categorization is presented to complete previous works and integrate medical and data mining issues.

• Each paper is studied from six medical tasks and in each tasks, five data mining approaches are considered.

• A discussion deals with previous research outline and future trend.

摘要

•This paper reviews data mining application in medicine from 1999 to 2013.•Medical data mining definition and its main goals and challenges are clarified.•Comprehensive categorization is presented to complete previous works and integrate medical and data mining issues.•Each paper is studied from six medical tasks and in each tasks, five data mining approaches are considered.•A discussion deals with previous research outline and future trend.

论文关键词:Data mining application,Medical data mining,Medicine,Disease,Data mining algorithms

论文评审过程:Available online 24 January 2014.

论文官网地址:https://doi.org/10.1016/j.eswa.2014.01.011