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 :
بازگشت