• DocumentCode
    301543
  • Title

    Reasoning with cases in clinical problem solving

  • Author

    Casanova, Andrea ; Micarelli, Alessandro

  • Author_Institution
    Istituto di Med. Interna, Cagliari Univ., Italy
  • Volume
    3
  • fYear
    1995
  • fDate
    22-25 Oct 1995
  • Firstpage
    1986
  • Abstract
    This paper first describes the effort that has been done so far by researchers in artificial intelligence in the use of case-based reasoning (CBR) for the realisation of computer-based systems in clinical problem solving. Then, the approach we have chosen for building a case-based system in a specific medical domain (liver diseases) is presented, stressing the advantages of the use of CBR in medicine. CBR is a recent approach to problem solving and learning; it means using old experiences to understand and solve new problems. A new problem is solved by finding a similar past case and reusing it in the new problem situation. The aim of this work is the development of a CBR module running on an open network architecture
  • Keywords
    case-based reasoning; knowledge based systems; learning systems; medical diagnostic computing; open systems; problem solving; artificial intelligence; case-based reasoning; clinical problem solving; learning systems; liver diseases; medical diagnostic computing; open network architecture; Artificial intelligence; Computer aided software engineering; Laboratories; Liver diseases; Medical diagnosis; Medical diagnostic imaging; Medical tests; Medical treatment; Problem-solving; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man and Cybernetics, 1995. Intelligent Systems for the 21st Century., IEEE International Conference on
  • Conference_Location
    Vancouver, BC
  • Print_ISBN
    0-7803-2559-1
  • Type

    conf

  • DOI
    10.1109/ICSMC.1995.538069
  • Filename
    538069