• DocumentCode
    1805038
  • Title

    Approximate reasoning for oriental traditional medical expert systems

  • Author

    Nguyen, Hoang-Phuong

  • Author_Institution
    Inst. of Inf. Technol., Nat. Center for Natural Sci. & Technol., Hanoi, Viet nam
  • Volume
    4
  • fYear
    1997
  • fDate
    12-15 Oct 1997
  • Firstpage
    3084
  • Abstract
    Compositional inference is an approach for approximate reasoning. This kind of inference is applied in the building of rule-based compositional systems for medicine such as MYCIN and CADIAG-2. These systems are rule based, that is, their knowledge consists of rules of the form IF (premise) THEN (conclusion) with some weight (degree of belief), and compositional, that is, they combine effects of particular rules using a binary combining function to compute their joint effect. The paper proposes an approach to applying approximate reasoning for oriental traditional medical rule-based compositional systems. In general, the diagnosis of oriental traditional medicine includes a syndrome differentiation (BatCuong), and internal organ (TangPhu) diagnosis etc. The diagnosis process in oriental traditional medicine is called BienChung. As the pathogenesis (BatCuong, TangPhu, etc.) is convinced, then the prescription can be given. The result of BienChung may be the composition of two or more syndromes of pathogenesis. The author describes the diagnosis process of oriental traditional medicine (OTM) using compositions of rules as an inference mechanism model of the BienChung system of OTM. It accepts fuzzy descriptions of the patient´s symptoms and their fuzzy relationships in the form of rules and the negation of rules then infers descriptions of diagnoses as BatCuong, TangPhu, pathogenesis composition, BatCuong and TangPhu etc. according to the theory of oriental traditional medicine
  • Keywords
    diagnostic reasoning; inference mechanisms; medical diagnostic computing; medical expert systems; patient diagnosis; approximate reasoning; compositional inference; diagnosis; fuzzy descriptions; internal organ diagnosis; oriental traditional medical expert systems; pathogenesis; patient symptoms; rule negation; rule-based compositional systems; syndrome differentiation; Computational modeling; Diseases; Inference mechanisms; Information technology; Medical diagnosis; Medical diagnostic imaging; Medical expert systems; Medical simulation; Pathogens; Tin;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man, and Cybernetics, 1997. Computational Cybernetics and Simulation., 1997 IEEE International Conference on
  • Conference_Location
    Orlando, FL
  • ISSN
    1062-922X
  • Print_ISBN
    0-7803-4053-1
  • Type

    conf

  • DOI
    10.1109/ICSMC.1997.633061
  • Filename
    633061