Research on Application of Data Mining in Hospital Management

被引：6
|
作者：
Cai, Hengyu [1 ]
Li, Guijie [2 ]
Zhao, Hang [3 ]
Liu, Yutao [4 ]
机构：
[1] Jilin Univ, Dept Hematol Oncol, China Japan Union Hosp, Changchun 130033, Jilin, Peoples R China
[2] Jilin Univ, China Japan Union Hosp, Dept Otorhinolaryngol Head & Neck Surg, Changchun 130033, Jilin, Peoples R China
[3] Jilin Univ, China Japan Union Hosp, Dept Neurosurg, Changchun 130033, Jilin, Peoples R China
[4] Jilin Univ, China Japan Union Hosp, Cent Sterile Supply Dept, Changchun 130033, Jilin, Peoples R China
来源：
2018 INTERNATIONAL CONFERENCE ON ROBOTS & INTELLIGENT SYSTEM (ICRIS 2018) | 2018年
关键词：
Data Mining; Hospital Management; Application;
D O I：
10.1109/ICRIS.2018.00099
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
It is difficult to use traditional statistical analysis technology to effectively analyze massive data. Data mining technology has this function and can provide more powerful technical support for hospital management decisions. This paper introduces the application of class description, association analysis, cluster analysis, classification and prediction, and time-sequence model technology in hospital management, and points out the extensive applicability of data mining technology in medical cost management, medical diagnosis management, and hospital resource management. The paper has made actively exploration in supporting the analysis and decision-making of hospital administrators.
引用
收藏
页码：374 / 376
页数：3
相关论文
共 50 条
  • [41] Research on the application of data mining technology in Internet of things
    Wang, Rui
    Wang, Jinguo
    Wang, Na
    PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON ENGINEERING AND ADVANCED TECHNOLOGY, 2016, 82 : 384 - 387
  • [42] Research on Application of Data Mining in E-government
    Zhong Yi
    Chen Hua-an
    PROCEEDINGS OF 2010 INTERNATIONAL CONFERENCE ON PUBLIC ADMINISTRATION (6TH), VOL III, 2010, : 393 - 397
  • [43] Research on the Application of Data Mining in the Field of Electronic Commerce
    Song, Xia
    Huang, Fang
    FUZZY SYSTEMS AND DATA MINING II, 2016, 293 : 65 - 70
  • [44] Research and application of web-based data mining
    Lijin, Li
    Xijun, Wen
    2007 International Symposium on Computer Science & Technology, Proceedings, 2007, : 731 - 733
  • [45] Supply Chain Management Research Based on Data Mining
    Liu, Shuanghong
    Yu, Jianguo
    CONFERENCE ON WEB BASED BUSINESS MANAGEMENT, VOLS 1-2, 2010, : 1139 - 1142
  • [46] 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
  • [47] Application of the Data Mining in the University Human Resource Management
    Yi, Li
    Wei-Xin, Yao
    PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATION AND SENSOR NETWORKS (WCSN 2016), 2016, 44 : 551 - 554
  • [48] Application of data mining technology in university information management
    Tao, Zhang
    Jing, Wen
    Wang Xiaojiang
    AGRO FOOD INDUSTRY HI-TECH, 2017, 28 (01): : 1734 - 1737
  • [49] Application of data mining in risk management of construction projects
    Deng, XP
    Li, QM
    Li, DZ
    Zhang, EW
    PROCEEDINGS OF THE 2004 INTERNATIONAL CONFERENCE ON CONSTRUCTION & REAL ESTATE MANAGEMENT, 2004, : 209 - 211
  • [50] 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
12345