• DocumentCode
    1950584
  • Title

    A fuzzy linguistic model for ambulatory systolic blood pressure variation prediction

  • Author

    Galichet, Sylvie ; Charbonnier, Sylvie ; Manris, G. ; Siché, Jean-Philippe

  • Author_Institution
    LAMII/CESALP, Savoie Univ., Chambery, France
  • Volume
    1
  • fYear
    2000
  • fDate
    7-10 May 2000
  • Firstpage
    522
  • Abstract
    Establishing relationships between blood pressure variations and body acceleration and heart rate measurements is a key issue to determine the drug quantity to inject to cure patients suffering from hypertension, i.e. high blood pressure. For this purpose, a fuzzy linguistic model is developed from experimental data with a method which leads to a small number of linguistic terms and rules, easily understandable by doctors. The software instrument developed has predictive performances quite similar to those obtained with statistical models. In addition, it provides a unified formalism that will probably simplify the introduction of other features in the drug quantity decision system
  • Keywords
    biocontrol; blood pressure measurement; drug delivery systems; fuzzy set theory; learning (artificial intelligence); micropumps; pressure control; ambulatory systolic blood pressure variation prediction; body acceleration; drug quantity decision system; fuzzy linguistic model; heart rate measurements; high blood pressure; hypertension; software instrument; Acceleration; Blood pressure; Cardiology; Drugs; Heart rate; Humans; Hypertension; Instruments; Predictive models; Pressure measurement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems, 2000. FUZZ IEEE 2000. The Ninth IEEE International Conference on
  • Conference_Location
    San Antonio, TX
  • ISSN
    1098-7584
  • Print_ISBN
    0-7803-5877-5
  • Type

    conf

  • DOI
    10.1109/FUZZY.2000.838714
  • Filename
    838714