• DocumentCode
    2905691
  • Title

    Fuzzy Cognitive Map based decision support system for thyroid diagnosis management

  • Author

    Papageorgiou, Elpiniki I. ; Papandrianos, N.I. ; Apostolopoulos, Dimitrios J. ; Vassilakos, Pavlos J.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of Patras, Patras
  • fYear
    2008
  • fDate
    1-6 June 2008
  • Firstpage
    1204
  • Lastpage
    1211
  • Abstract
    Knowledge-based systems are the most common type of artificial intelligence in medicine systems in routine clinical use. They contain medical knowledge, usually about a very specifically defined task, and are able to reason with data from individual patients to come up with reasoned conclusions. Although there are many variations, the knowledge within an expert system is typically represented in the form of a set of rules. Fuzzy cognitive map (FCM) is a knowledge based modeling methodology based on exploiting knowledge and experience from experts. It can handle uncertainty and can be constructed basely by expertspsila knowledge.
  • Keywords
    decision support systems; diseases; fuzzy set theory; knowledge based systems; medical diagnostic computing; decision support system; expert system; fuzzy cognitive map; knowledge-based systems; thyroid diagnosis management; Clinical diagnosis; Decision support systems; Diseases; Fuzzy cognitive maps; Fuzzy systems; Machine learning; Medical diagnostic imaging; Multi-layer neural network; Multilayer perceptrons; Neural networks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems, 2008. FUZZ-IEEE 2008. (IEEE World Congress on Computational Intelligence). IEEE International Conference on
  • Conference_Location
    Hong Kong
  • ISSN
    1098-7584
  • Print_ISBN
    978-1-4244-1818-3
  • Electronic_ISBN
    1098-7584
  • Type

    conf

  • DOI
    10.1109/FUZZY.2008.4630524
  • Filename
    4630524