DocumentCode
3441218
Title
Patient-specific performance evaluation for insulin control systems
Author
Winkler, Anastasia ; Kirchsteiger, Harald ; Del Re, Luigi ; Renard, Eric
Author_Institution
Inst. for Design & Control of Mechatronical Syst., Johannes Kepler Univ. Linz, Linz, Austria
fYear
2011
fDate
12-15 Dec. 2011
Firstpage
5170
Lastpage
5175
Abstract
We consider an assessment of various insulin control systems through classification by means of different performance characteristics, such as risk of hypoglycemia, hyperglycemia and overall risk. The approach is based on specific, measured patient data under standard insulin therapy. An adaptive prediction technique is used to estimate the differences in blood glucose values produced by control actions that differ from the standard therapy.
Keywords
diseases; medical control systems; patient diagnosis; pattern classification; prediction theory; sugar; adaptive prediction technique; blood glucose values; control actions; insulin control system; patient data; patient-specific performance evaluation; performance characteristics; standard insulin therapy; Blood; Control systems; Indexes; Insulin; Performance evaluation; Sugar;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control and European Control Conference (CDC-ECC), 2011 50th IEEE Conference on
Conference_Location
Orlando, FL
ISSN
0743-1546
Print_ISBN
978-1-61284-800-6
Electronic_ISBN
0743-1546
Type
conf
DOI
10.1109/CDC.2011.6161204
Filename
6161204
Link To Document