Risk Mining in Medicine: Application of Data Mining to Medical Risk Management

被引：40

作者：

Tsumoto, Shusaku ^{[1
]}

Hirano, Shoji ^{[1
]}

机构：

[1] Shimane Univ, Sch Med, Dept Med Informat, Izumo, Shimane 6938501, Japan

来源：

FUNDAMENTA INFORMATICAE | 2010年 / 98卷 / 01期

关键词：

Risk Mining; Risk Management; Data Mining; Hospital Management;

D O I：

10.3233/FI-2010-219

中图分类号：

TP31 [计算机软件];

学科分类号：

081202 ; 0835 ;

摘要：

This paper proposes an application of data mining to medical risk management, where data mining techniques are 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.

引用

页码：107 / 121

页数：15

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