DocumentCode
2427983
Title
On Modeling Insulin and Glucose Kinetics
Author
Dodson, Haley S. ; O´Brien, Richard T., Jr.
Author_Institution
Dept. of Syst. Eng., United States Naval Acad., Annapolis, MD
fYear
2007
fDate
4-6 March 2007
Firstpage
301
Lastpage
304
Abstract
The purpose of this study is to form an accurate estimation scheme to model the body´s response to insulin. In this experiment, a standard model is utilized because of its ability to predict the time course of glucose after glucose injection and the feasibility and precision of parameter estimation. An estimation scheme using extended filtering techniques will be implemented. The input to the estimator is the measured plasma glucose concentration and the estimators will return the plasma insulin concentration. The estimated insulin values will be compared to physiological data from a frequently sampled intravenous glucose tolerance test (FSIVGTT).
Keywords
physiological models; proteins; reaction kinetics; sugar; body response; glucose injection; glucose kinetics; insulin kinetics; intravenous glucose tolerance test; parameter estimation; plasma glucose concentration; plasma insulin concentration; Degradation; Diabetes; Insulin; Kinetic theory; Parameter estimation; Plasma chemistry; Plasma measurements; Plasma transport processes; Predictive models; Sugar;
fLanguage
English
Publisher
ieee
Conference_Titel
System Theory, 2007. SSST '07. Thirty-Ninth Southeastern Symposium on
Conference_Location
Macon, GA
ISSN
0094-2898
Print_ISBN
1-4244-1126-2
Electronic_ISBN
0094-2898
Type
conf
DOI
10.1109/SSST.2007.352370
Filename
4160856
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