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
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
  • [1] 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
  • [2] Data Mining Application in Customer Relationship Management for Hospital Inpatients
    Lee, Eun Whan
    HEALTHCARE INFORMATICS RESEARCH, 2012, 18 (03) : 178 - 185
  • [3] Mining hospital management data
    Tsumoto, Shusaku
    Tsumoto, Yuko
    DATA MINING, INTRUSION DETECTION, INFORMATION ASSURANCE, AND DATA NETWORKS SECURITY 2006, 2006, 6241
  • [4] Application Research of Data Mining Technology on Growth Management of Forestry
    Zhang, Wenqing
    ADVANCES IN MECHATRONICS, AUTOMATION AND APPLIED INFORMATION TECHNOLOGIES, PTS 1 AND 2, 2014, 846-847 : 995 - 998
  • [5] Research on the application of data mining algorithm in sports performance management
    Liu Shuangxi
    Mei Fengxi
    Bian Yongqiang
    AGRO FOOD INDUSTRY HI-TECH, 2017, 28 (03): : 1157 - 1160
  • [6] Research and Application of Data Mining Technology in Student Information Management
    Zhang, Rui
    Zhang, Yan
    AGRO FOOD INDUSTRY HI-TECH, 2017, 28 (03): : 2894 - 2898
  • [8] Application and research of data mining
    Anhui Vocational and Technical College, Hefei 230051, China
    Hua Dong Li Gong Da Xue/J East China Univ Sci Technol, 2008, 2 (290-295):
  • [9] Hospital Management based on Data Mining
    Tsumoto, Shusaku
    Hirano, Shoji
    ISDA 2008: EIGHTH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS, VOL 3, PROCEEDINGS, 2008, : 257 - 262
  • [10] Data mining based hospital management
    Tsumoto, Yuko
    Tsumoto, Shusaku
    2008 INTERNATIONAL FORUM ON KNOWLEDGE TECHNOLOGY, 2008, : 309 - +