• DocumentCode
    2617480
  • Title

    An intelligent decision support system for body fluid balancing

  • Author

    Chan, Wai-Kwong ; Naghdy, Fazel

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Wollongong Univ., NSW, Australia
  • Volume
    2
  • fYear
    1997
  • fDate
    28-31 Oct 1997
  • Firstpage
    1537
  • Abstract
    Body fluid balancing of a patient is a critical issue in long surgical operations. Currently, the anaesthetist administers the body fluid through the input/output model of the processes involved which is estimated using acquired knowledge and experience. A decision support system (DSS) is developed in this work to assist the anaesthetist in this process. The DSS is built based on fuzzy logic control which is ideal for developing input/output models in an unstructured and imprecise environment. The fuzzy rules used in this decision support system are derived automatically from the clinical data produced in surgical operations. The performance of the DSS in comparison with the judgement of an anaesthetist is illustrated
  • Keywords
    decision support systems; fuzzy control; fuzzy set theory; medical expert systems; medical information systems; surgery; uncertainty handling; DSS performance; anaesthetist; body fluid balancing; clinical data; decision support system; fuzzy logic control; fuzzy rules; imprecise environment; input/output model; input/output models; intelligent decision support system; long surgical operations; Automatic control; Blood pressure; Decision support systems; Drugs; Fuzzy logic; Fuzzy systems; Heart; Intelligent systems; Medical control systems; Pressure control; Surgery;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Processing Systems, 1997. ICIPS '97. 1997 IEEE International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    0-7803-4253-4
  • Type

    conf

  • DOI
    10.1109/ICIPS.1997.669286
  • Filename
    669286