• DocumentCode
    863342
  • Title

    Estimation of plasma insulin from plasma glucose

  • Author

    Neatpisarnvanit, Chatchai ; Boston, John Robert

  • Author_Institution
    Dept. of Electr. Eng., Mahidol Univ., Bangkok, Thailand
  • Volume
    49
  • Issue
    11
  • fYear
    2002
  • Firstpage
    1253
  • Lastpage
    1259
  • Abstract
    Two plasma insulin estimators are derived and evaluated in this paper. The estimators use continuously monitored plasma glucose, and they are based on a simple mathematical model of glucose-insulin metabolism. The first estimator (Estimator 1) was obtained from the glucose subsystem of the simplified model, which includes plasma glucose and interstitial insulin compartments. The second estimator (Estimator 2) was developed from the insulin kinetics subsystem of the simplified model. The performances of the estimators were compared using computer simulations and data from clinical intravenous glucose tolerance test procedures and from animal experiments.
  • Keywords
    biochemistry; blood; least mean squares methods; parameter estimation; physiological models; Bergman model; computer simulations; continuously monitored plasma glucose; diabetic model; glucose subsystem; glucose-insulin metabolism; insulin kinetics subsystem; insulin therapy; interstitial insulin compartments; intravenous glucose tolerance test; mathematical model; metabolic parameter assessment; minimal model; nonlinear least-squares; nonlinear model; plasma insulin estimators; Biochemistry; Computer simulation; Insulin; Kinetic theory; Mathematical model; Monitoring; Performance evaluation; Plasma simulation; Sugar; Testing; Animals; Blood Glucose; Blood Glucose Self-Monitoring; Computer Simulation; Dogs; Glucose Tolerance Test; Humans; Insulin; Models, Biological; Models, Cardiovascular; Models, Chemical; Nonlinear Dynamics; Reproducibility of Results; Sensitivity and Specificity; Signal Processing, Computer-Assisted; Stochastic Processes;
  • fLanguage
    English
  • Journal_Title
    Biomedical Engineering, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9294
  • Type

    jour

  • DOI
    10.1109/TBME.2002.804599
  • Filename
    1046933