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
  • [21] Research on Practical Application of Big Data Mining Technology in Engineering Project Management
    Jia, Yanli
    PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON EDUCATION TECHNOLOGY AND ECONOMIC MANAGEMENT, 2015, 22 : 53 - 60
  • [22] Research on the Application of Data Mining Techniques in Early Warning Models for Financial Management
    Su W.
    Applied Mathematics and Nonlinear Sciences, 2024, 9 (01)
  • [23] Research of the Application of Data mining in Bank Personal High Quality Customer Management
    Yi, Zhang
    PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON EDUCATION, MANAGEMENT, COMPUTER AND SOCIETY, 2016, 37 : 1631 - 1634
  • [24] Research on the Application of Data Mining to Customer Relationship Management in the Mobile Communication Industry
    Gu Guifang
    He Youshi
    ICCSIT 2010 - 3RD IEEE INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND INFORMATION TECHNOLOGY, VOL 2, 2010, : 597 - 599
  • [25] Application and Research of Data Mining in Comprehensive Statistic Management System for Coal Enterprise
    Gong, Bingjiang
    Bai, Dongyan
    Wang, Fengjiu
    2008 INTERNATIONAL WORKSHOP ON EDUCATION TECHNOLOGY AND TRAINING AND 2008 INTERNATIONAL WORKSHOP ON GEOSCIENCE AND REMOTE SENSING, VOL 1, PROCEEDINGS, 2009, : 753 - 757
  • [26] RETRACTED: Application of Intelligent Archives Management Based on Data Mining in Hospital Archives Management (Retracted Article)
    Li, Juan
    JOURNAL OF ELECTRICAL AND COMPUTER ENGINEERING, 2022, 2022
  • [27] Application of Data Warehouse and Data Mining in Landscape Research
    Duan Ran
    Yang Chunyu
    Su Jiafu
    PROCEEDINGS OF THE 2018 INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND SYSTEM (ICISS 2018), 2018, : 112 - 113
  • [28] The research of data mining based on application data pool
    Bian, Minjie, 1600, Science and Engineering Research Support Society (07):
  • [29] The Research and Application on Streaming Data of GIS Data Mining
    Liu Jia
    Liu Lin
    FIRST INTERNATIONAL WORKSHOP ON DATABASE TECHNOLOGY AND APPLICATIONS, PROCEEDINGS, 2009, : 209 - +
  • [30] DATA TYPE MANAGEMENT IN A DATA MINING APPLICATION FRAMEWORK
    Tuovinen, Lauri
    Laurinen, Perttu
    Roning, Juha
    ICAART 2009: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON AGENTS AND ARTIFICIAL INTELLIGENCE, 2009, : 333 - +