期刊文献+

数据挖掘及隐私保护在医学中的应用 被引量:2

Application of Data Mining and Data Protection in Medicine
下载PDF
导出
摘要 数据挖掘对医学数据分析具有非常重要的意义。首先阐述了数据挖掘在医学中的应用,然后改进了一种非常有效的保护医学数据的方法,该方法不会影响数据分析的结果,同时它又满足医学数据对安全性和准确性的需求。 Nowadays, data mining plays an important role in medical data analysis. This paper descriles the applications of data mining on medical science, and proposes a solution for outsourced model-base data analysis from the data protection point of view.
出处 《计算机工程》 CAS CSCD 北大核心 2005年第10期54-56,共3页 Computer Engineering
基金 国家自然科学基金资助项目"SARS一类传染病的预报与防治决策支持系统研究"(60343002)
关键词 数据挖掘 数据保护 人类基因组计划 Data mining Data protection Human genome project
  • 相关文献

参考文献9

  • 1范明 孟小峰等译.数据挖掘-概念与技术[M].机械工业出版社,2001..
  • 2余辉,吕扬生.数据挖掘技术在生物医学领域的应用[J].国外医学(生物医学工程分册),2003,26(2):54-59. 被引量:21
  • 3Ying-jie L, Zhu Yisheng, Xu Yuhong, et al. The Nonlinear Dynamical Analysis of the EEG in Schizophrenia with Temporal and Spatial Embedding Dimension [J]. Journal of Medical Engineering &Technology, 2001,25:79-83
  • 4Ordonez C, Omiecinski E. Mining Constrained Association Rules to Predict Heart Disease. Proceedings of the 2001 IEEE International Conference on Data Mining(ICDM'01), 2001
  • 5郝丽,刘乐平.健康心理学研究与数据挖掘[J].健康心理学杂志,2002,10(3):183-184. 被引量:3
  • 6Wang M L, Lam W, Leung K S, et al. Discovering Knowledge from Medical Databases Using Evolutionary Algorithms[J].IEEE Engineering in Medicine Biology,2000, 19(4): 45-55
  • 7Stefanowski J, Slowinski K. Rough Sets as a Tool for Studying Attribute Dependcies in the Urinary Stones Treatment Data Set, in Rough Sets. and Data Ming: Analysis and Imprecise Data, T.Y. Lin and N.cercone(Eds),Dordrecht, The Netherlands: Kluwer; 1997:177-196
  • 8Tsumoto S. Extraction of Experts' Decision Process from Clinical Database Using Rough Set Model. In Proc. First Eur. Symp.PKDD'97, Trondheim, Norway, 1997:58-67
  • 9Brumen B, Welzer T. Protecting Medical Data for Analyses.Proceedings of the 15th IEEE Symposium on Computer-based Medical Systems (CBMS 2002),2002

二级参考文献39

  • 1刘凤娥,黄希庭.自我概念的多维度多层次模型研究述评[J].心理学动态,2001,9(2):136-140. 被引量:89
  • 2邢占峰 吕扬生 关红彦 等.基于小波变幻的B超图像噪声消除和边缘提取[J].电子测量与仪器学报,2000,:638-641.
  • 3Goesmann A, Haubrock M, Meyer F, et al. Reconstruction and dynamic visualization of methabolic pathways[J]. Bioinformation, 2002,18 : 124-125.
  • 4Hsu JH,Tseng CS,Chen SC,et al. A methodology for evaluation of boundary detection algorithms on breast ultrasound images[J]. Journal of Medical Engineering & Technology, 2002,25 : 173-177.
  • 5Sacha JP,Cios KJ,Goodenday LS. Issues in automating cardiac SPECT diagnosis[J]. IEEE Engineering in Medicine Biology, 2000,19 : 77-88.
  • 6Ng EYK,Chen Y,Ung LN. Computerized breast thermography:Study of image segmentation and temperature cyclic variations[J]. Journal of Medical Engineering & Technology, 2001,25 : 12-16.
  • 7Pavlopoulos S,Kyriacou E, Koutsouris D, et al. Fuzzy neural network-based texture analysis of ultrasonic images [J]. IEEE Engineering in Medicine Biology,2000,19 : 39-47.
  • 8Kovalerchuk B,Vityaey E,Ruiz JF. Consistent knowledge discovery in medical diagnosis [J]. IEEE Engineering in Medicine Biology, 2000,19 : 26-37.
  • 9Lee Ying-jie,Zhu Yi-sheng, Xu Yu-hong, et al. The nonlinear dynamical analysis of the EEG in schizophrenia with temporal and spatial embedding dimension [J]. Journal of Medical Engineering & Technology, 2001,25 : 79-83.
  • 10Harris ND, Ireland RH,Marques JLB, et al. Can changes in QT interval be used to predict the onset of Hypoglycemia in type 1 diabetes [J]. Computers in Cardiology, 2000,27 : 375-378.

共引文献26

同被引文献34

引证文献2

二级引证文献18

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部