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

共 50 条

[41] Research on the Application of Data Mining In the Financial Risk Early Warning of Listing Corporation
Wang, Lin
Liu, Ying
PROCEEDINGS OF 3RD INTERNATIONAL SYMPOSIUM ON SOCIAL SCIENCE (ISSS 2017), 2017, 61 : 71 - 75
[42] The Research on Risk Management and Early Warning Based on Information System Data Mining
Chen, Long
2024 INTERNATIONAL CONFERENCE ON INFORMATICS EDUCATION AND COMPUTER TECHNOLOGY APPLICATIONS, IECA 2024, 2024, : 176 - 180
[43] APPLICATION OF FOOD RISK ASSESSMENT AND EARLY WARNING METHOD BASED ON DATA MINING
Li, Siwei
CARPATHIAN JOURNAL OF FOOD SCIENCE AND TECHNOLOGY, 2016, 8 (01) : 58 - 64
[44] Financial early warning system model and data mining application for risk detection
Koyuncugil, Ali Serhan
Ozgulbas, Nermin
EXPERT SYSTEMS WITH APPLICATIONS, 2012, 39 (06) : 6238 - 6253
[45] Data mining problems in medicine
Groselj, C
PROCEEDINGS OF THE 15TH IEEE SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS, 2002, : 377 - 380
[46] Research of Embedded Database in Data Mining System-Taking Management of Risk in Credit Card for Example
Chen, Mengfei
Wang, Xindi
LISS 2013, 2015, : 123 - 128
[47] RESEARCH AND APPLICATION OF DATA WAREHOUSE AND DATA MINING TECHNOLOGY IN MEDICAL FIELD
Hu, Zhi-Gen
Li, Jian-Ping
Hu, Lei
Yang, Yujun
2015 12TH INTERNATIONAL COMPUTER CONFERENCE ON WAVELET ACTIVE MEDIA TECHNOLOGY AND INFORMATION PROCESSING (ICCWAMTIP), 2015, : 457 - 460
[48] Research and Application of Data Mining Technology in Teaching Management
Jiang, Jinglan
2013 3RD INTERNATIONAL CONFERENCE ON EDUCATION AND EDUCATION MANAGEMENT (EEM 2013), 2013, 25 : 174 - 179
[49] Application of Data Mining in Electronic Human Resource Management
Liang Wei
HUMAN RESOURCES MANAGEMENT IN THE KNOWLEDGE ECONOMY ERA, VOLS I AND II, 2009, : 1254 - 1258
[50] Application of data mining technique in customer relationship management
Liu Hui
Zhou Huiwen
ICCSE'2006: Proceedings of the First International Conference on Computer Science & Education: ADVANCED COMPUTER TECHNOLOGY, NEW EDUCATION, 2006, : 792 - 795

← 1 2 3 4 5 →