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
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;
Conference_Titel :
Decision and Control and European Control Conference (CDC-ECC), 2011 50th IEEE Conference on
Conference_Location :
Orlando, FL
Print_ISBN :
978-1-61284-800-6
Electronic_ISBN :
0743-1546
DOI :
10.1109/CDC.2011.6161204
