Application of data mining techniques to healthcare data

被引：92
|
作者：
Obenshain, MK [1 ]
机构：
[1] Univ N Carolina, Date Qual Res Inst, Chapel Hill, NC 27599 USA
来源：
INFECTION CONTROL AND HOSPITAL EPIDEMIOLOGY | 2004年 / 25卷 / 08期
关键词：
D O I：
10.1086/502460
中图分类号：
R1 [预防医学、卫生学];
学科分类号：
1004 ; 120402 ;
摘要：
A high-level introduction to data mining as it relates to surveillance of healthcare data is presented. Data mining is compared with traditional statistics, some advantages of automated data systems are identified, and some data mining strategies and algorithms are described. A concrete example illustrates steps involved in the data mining process, and three successful data mining applications in the healthcare arena are described.
引用
收藏
页码：690 / 695
页数：6
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