• DocumentCode
    409556
  • Title

    Analysing heart attack survival using intelligent systems

  • Author

    Kokol, P. ; Povalej, P. ; Pehnec, Z.

  • Author_Institution
    Maribor Univ., Slovenia
  • fYear
    2003
  • fDate
    21-24 Sept. 2003
  • Firstpage
    335
  • Lastpage
    338
  • Abstract
    A successful application of a new intelligent system design approach called Multimethod in knowledge extraction and discovery in heart attack areas is presented in this paper. The results show that the Multimethod approach is a powerful and promising technique enabling the conformation of existing medical knowledge and more interestingly, also enabling the induction of new facts and hypothesis, which can reveal some new interesting patterns and possibly improve the existing medical knowledge.
  • Keywords
    cardiology; knowledge based systems; medical computing; Multimethod; heart attack survival analysis; intelligent systems; medical knowledge extraction; Cardiac arrest; Computer science; Data analysis; Decision trees; Hospitals; Intelligent systems; Learning systems; Machine learning; Medical diagnostic imaging; Neural networks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computers in Cardiology, 2003
  • ISSN
    0276-6547
  • Print_ISBN
    0-7803-8170-X
  • Type

    conf

  • DOI
    10.1109/CIC.2003.1291159
  • Filename
    1291159