• DocumentCode
    291928
  • Title

    Objects cooperation for clinical tests interpretation

  • Author

    Zizette, Boufriche Boufaida

  • Author_Institution
    CNRS, Villers les Nancy, France
  • Volume
    1
  • fYear
    1994
  • fDate
    2-5 Oct 1994
  • Firstpage
    806
  • Abstract
    In this paper, the construction of a medical system for clinical tests interpretation is proposed. It is based on a unified formalism: all the domain concepts (biological tests, functional explorations, questionnaire, pathologies, ...) are modeled in terms of objects which are organized in a specialized hierarchy. System objects cooperate in order to detect abnormal test results and resulting pathologies with their level of seriousness. They communicate via a marker-propagating network in which the nodes are terminal objects of the hierarchy. The relationships between nodes express the conditions for propagating the marks. This organization facilitates the system extensibility. The marker-propagating network keeps track of the overall reasoning scheme which the system needs to provide explanations
  • Keywords
    explanation; knowledge based systems; medical diagnostic computing; object-oriented methods; biological tests; clinical tests interpretation; functional explorations; marker-propagating network; medical system; objects cooperation; pathologies; questionnaire; system extensibility; Artificial intelligence; Biological system modeling; Blood pressure; History; Laboratories; Medical tests; Object detection; Pathology; Pressure control; System testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man, and Cybernetics, 1994. Humans, Information and Technology., 1994 IEEE International Conference on
  • Conference_Location
    San Antonio, TX
  • Print_ISBN
    0-7803-2129-4
  • Type

    conf

  • DOI
    10.1109/ICSMC.1994.399934
  • Filename
    399934