DocumentCode
333571
Title
Identification of the parameters of a glucose/insulin control model based on individually monitored self-control data in diabetes care
Author
Salzsieder, E. ; Rutscher, A.
Author_Institution
Inst. of Diabetes, Karlsburg, Germany
Volume
6
fYear
1998
fDate
29 Oct-1 Nov 1998
Firstpage
3123
Abstract
Intensified diabetes treatment including education and training in self-management of blood glucose control has become a permanent task for all people involved in diabetes care, To support this process the interactive computer program KADIS(R) (Karlsburger Diabetes Management System) has been developed and realised. The entire program comprises tools for handling of the self-control data, for automatic adjustment of the program to the individual self-control data of a given patient, and for model-based prediction of the apparent effects of self selected therapeutic measures on the 24 h-blood glucose profiles. To enable easy handling of the program without any special experience in medical informatics, KADIS(R) comprises also a problem-oriented knowledge base to visualise dose- and time-dependent-action profiles of therapeutically administered insulin formulations, of dose-dependent resorption profiles of various foodstuffs, and of dose- and time-dependent profiles of insulin action equivalents of exercise. The feasibility and acceptance of the prototype version of the program which is written in DELPHIR was successfully tested in 43 young diabetic children of either sex during a summer camp
Keywords
biocontrol; blood; fuzzy control; medical expert systems; model reference adaptive control systems; physiological models; KADIS interactive computer program; Karlsburger Diabetes Management System; automatic adjustment; blood glucose control; diabetes care; dose-dependent resorption profiles; dose-dependent-action profiles; fuzzy logic based filter module; glucose/insulin control model; individually monitored self-control data; insulin action equivalents of exercise; model-based prediction; parameters identification; problem-oriented knowledge base; self selected therapeutic measures; state model; time-dependent-action profiles; Automatic control; Blood; Computer science education; Control systems; Diabetes; Educational programs; Insulin; Management training; Predictive models; Sugar;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 1998. Proceedings of the 20th Annual International Conference of the IEEE
Conference_Location
Hong Kong
ISSN
1094-687X
Print_ISBN
0-7803-5164-9
Type
conf
DOI
10.1109/IEMBS.1998.746154
Filename
746154
Link To Document