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
Link To Document