Patient-specific performance evaluation for insulin control systems

Anastasia Winkler; Harald Kirchsteiger; Luigi Del Re; Eric Renard

Patient-specific performance evaluation for insulin control systems

Anastasia Winkler
, Harald Kirchsteiger
, Luigi Del Re
, Eric Renard

Institute of Design and Control of Mechatronical Systems

Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review

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.

Original language	English
Title of host publication	Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference
Number of pages	6
Publication status	Published - Dec 2011

Fields of science

203 Mechanical Engineering
202034 Control engineering
202012 Electrical measurement technology
206 Medical Engineering
202027 Mechatronics
202003 Automation
203027 Internal combustion engines
207109 Pollutant emission

JKU Focus areas

Mechatronics and Information Processing

Cite this

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title = "Patient-specific performance evaluation for insulin control systems",

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.",

author = "Anastasia Winkler and Harald Kirchsteiger and \{Del Re\}, Luigi and Eric Renard",

year = "2011",

month = dec,

language = "English",

booktitle = "Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference",

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TY - GEN

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AU - Winkler, Anastasia

AU - Kirchsteiger, Harald

AU - Del Re, Luigi

AU - Renard, Eric

PY - 2011/12

Y1 - 2011/12

N2 - 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.

AB - 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.

M3 - Conference proceedings

BT - Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference

ER -