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卫生数据挖掘过程与实例分析 被引量:2

Analysis on Health Data Mining Process and Instance
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摘要 深度挖掘庞大的卫生信息资源背后隐含的潜在信息,并使其为卫生各项业务管理和决策服务,是新时期卫生事业快速健康发展的需要。以卫生领域中的新农合业务为例,在明确其监管需求的基础上,分析了新农合数据挖掘过程及挖掘实例,提高新农合管理者利用历史数据进行定量管理决策的能力。 Deeply mining the hidden information behind the huge health data,and use it to serve the management and decision making of the health business is necessary for the rapid development of the health services in the new period.In this paper,taken the New Rural Cooperative Medical Care(NRCMC) of the health field as an example,according to the need of the new rural cooperative business regulation,the NRCMC data mining process and mining instance are analyzed to improve the ability of the NRCMC managers to use the historical data for quantitative management decisions.
出处 《中国数字医学》 2015年第3期66-68,73,共4页 China Digital Medicine
基金 国家自然科学基金项目-我国卫生决策支持系统理论与实证研究(编号:71273280)~~
关键词 数据挖掘 新农合 数据分析 data mining New Rural Cooperative Medical Care data analysis
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参考文献9

  • 1JiaweiHart,MichelineKamber.数据挖掘概念与技术[M].范明,孟小峰,等译.北京:机械工业出版社,2007:184-212.
  • 2Gaurav Pandey,Michael Steinbac.P.ohit Gupta,et al. Association Analysis-based Transformations for Protein Interaction Networks:A Function Prediction Case Smdy[C].In proc of SIGKDD'07,San Jose,Califormia,2007.
  • 3Zhou N, Wu JX, Zh;mg St,. Mining weighted association rules with lucene inde[C].In proc of Wicom' 7,2007:3697 -3700.
  • 4Kumar P,Ananthananlyana VS.Discovery of weighted association roles mining[J]. Proceedings of the 2nd International Conference on Comptmter and Automation Engineedng(ICCA E),Singapore,2010:718-722.
  • 5姜燕生,李凡.数据挖掘中的数据准备工作[J].湖北工学院学报,2003,18(6):35-38. 被引量:5
  • 6Peien Feilg, Ht, i Zhang,Qingying Qiu. PCAR:an efficient approach For mining association mles[C].In pro of the 5th International Conference on Fuzzy Systems and Knowledge Discovery,2008:605-609.
  • 7李永丽,任辉明,董立岩,李威,陈思国,赵宇.基于数据模式聚类算法的离群点检测[J].吉林大学学报(理学版),2007,45(3):435-437. 被引量:3
  • 8蒋敏,李晓松,杜娟,段磊.关联规则在挖掘患者就医行为模式研究中的应用[J].现代预防医学,2007,34(9):1663-1664. 被引量:12
  • 9陈辉金,韩元杰.数据挖掘和信息融合在保险业欺诈识别中的应用[J].计算机与现代化,2005(9):110-112. 被引量:5

二级参考文献18

  • 1石义芳,孔令人,于芳,陈培正.数据挖掘和知识发现技术在病人流量分析中的应用[J].现代预防医学,2006,33(2):237-238. 被引量:11
  • 2武建虎,贺佳,贺宪民,张智坚,马修强,吴骋.关联规则及其在肝癌病人资料分析中的应用[J].中国卫生统计,2006,23(1):34-38. 被引量:15
  • 3[1]Jiawei Han,Micheline Kanber. Data Mining: Concepts and Techniques [M]. San Francisco: Morgan Kaufmann, 2000.
  • 4[3]Mauricio A. Hernandez, Salvatore J. Stolfo. Realworld Data is Dirty: Data Cleansing and The Merge/Purge Problem[J]. Data Mining and Knowledge Discovery, 1998,2(1): 9-37.
  • 5Inmon W H.数据仓库[M].北京:机械工业出版社,2000..
  • 6JiaweiHan MiehelineKamber.数据挖掘:概念与技术[M].机械工业出版社,2001.237-251.
  • 7Christopher W Geib,Robert P Goldman.Plan Recognition in Intrusion Detection Systems[DB/OL].http://rpgoldman.real-time,com/papers/discexolpr.bdf,2001-12-31.
  • 8Bordoni Stefano,et al. Insurance fraud evaluation:a fuzzy expert system[A].Proceedings of the 10th IEEE International Conference on Fuzzy Systems[C].The University of Melbourne,2001.1491-1494.
  • 9Michael Sternberg,Robert G Reynolds.Using cultural algorithms to support e-engineering of rule-based expert systems in dynamic performance environments:a case study in fraud detection[J].IEEE Transactions on Evolutionary Computation,1997,1(14):225-243.
  • 10J:awei Han,Micheline Kamber. Data Mining: Concepts and Techniques[M]. Morgan Kaufmann Publishers, August 2000.251-259.

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