Application of data mining to medical risk management
Application of data mining to medical risk management
复制标题
数据挖掘在医疗风险管理中的应用
DOI：
10.1117/12.778471
复制
发表时间：
2006
期刊：
影响因子：
--
通讯作者：
S. Hirano
中科院分区：
文献类型：
--
作者：
S. Tsumoto;S. Hirano
本文提出了数据挖掘技术在医疗风险管理中的应用，将数据挖掘技术应用于临床环境中潜在存在的风险的检测、分析和评估。我们将此技术应用于以下两个医疗领域：护理事件的风险规避和感染控制。结果表明，数据挖掘方法对风险因素的发现和规避是有效的。
This paper proposes an application of data mining to medical risk management, where data mining techniques were applied to detection, analysis and evaluation of risks potentially existing in clinical environments. We applied this technique to the following two medical domains: risk aversion of nurse incidents and infection control. The results show that data mining methods were effective to detection and aversion of risk factors.