• DocumentCode
    1654521
  • Title

    A Term-Mapping Framework for Data Mining in Heterogeneous Medical Data Sources

  • Author

    Liu Jiquan ; Deng Wenliang ; Lu, Xudong ; Duan, Huilong

  • Author_Institution
    Coll. of Biomed. Eng. & Instrum. Sci., Zhejiang Univ., Hangzhou
  • fYear
    2008
  • Firstpage
    767
  • Lastpage
    770
  • Abstract
    Medical informatics developed dramatically in recent years, and the resulting large volumes of data may contain useful information. Data mining is used to gain more value from data sources, but it would not work well using the same way in different medical information systems. It is one of the reasons that the data descriptions are various in different systems. This paper presents Term-mapping framework which can be applied in data mining. The framework connects data sources and standard terminology, and it would improve the efficiency of data mining remarkably.
  • Keywords
    data description; data mining; medical information systems; data descriptions; data mining; heterogeneous medical data sources; medical informatics; medical information systems; standard terminology; term-mapping framework; unified medical language system; Biomedical engineering; Biomedical informatics; Data analysis; Data mining; Educational institutions; Hospitals; Medical diagnostic imaging; Medical information systems; Terminology; Unified modeling language;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Bioinformatics and Biomedical Engineering, 2008. ICBBE 2008. The 2nd International Conference on
  • Conference_Location
    Shanghai
  • Print_ISBN
    978-1-4244-1747-6
  • Electronic_ISBN
    978-1-4244-1748-3
  • Type

    conf

  • DOI
    10.1109/ICBBE.2008.187
  • Filename
    4535067