A novel online recalibration strategy for continuous glucose measurement sensors employing LMI techniques

Harald Kirchsteiger; Luca Zaccarian; Eric Renard; Luigi Del Re

doi:10.1109/EMBC.2013.6610402

A novel online recalibration strategy for continuous glucose measurement sensors employing LMI techniques

Harald Kirchsteiger
, Luca Zaccarian
, Eric Renard
, Luigi Del Re

Publikation: Beitrag in Buch/Bericht/Tagungsband › Konferenzbeitrag › Begutachtung

8 Zitate (Scopus)

Abstract

This paper considers the problem of online calibration and recalibration of continuous glucose monitoring devices. A parametric relation between interstitial and blood glucose is investigated and a constructive algorithm to adaptively estimate the parameters within this relation is proposed. The algorithm explicitly considers measurement uncertainty of the device used to collect the calibration measurements and enables automatic detection of measurements which are not suitable to be used for calibration. The method was assessed on clinical data from 17 diabetic patients and the improvements with respect to the current state of the art is shown.

Originalsprache	Englisch
Titel	2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2013
Seiten	3921-3924
Seitenumfang	4
Band	2013
DOIs	https://doi.org/10.1109/EMBC.2013.6610402
Publikationsstatus	Veröffentlicht - 2013
Extern publiziert	Ja
Veranstaltung	2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2013 - Osaka, Japan Dauer: 3 Juli 2013 → 7 Juli 2013

Publikationsreihe

Name	Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
ISSN (Print)	1557-170X

Konferenz

Konferenz	2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2013
Land/Gebiet	Japan
Ort	Osaka
Zeitraum	03.07.2013 → 07.07.2013

UN SDGs

Dieser Output leistet einen Beitrag zu folgendem(n) Ziel(en) für nachhaltige Entwicklung

SDG 3 – Gute Gesundheit und Wohlergehen

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10.1109/EMBC.2013.6610402

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Kirchsteiger, H., Zaccarian, L., Renard, E., & Del Re, L. (2013). A novel online recalibration strategy for continuous glucose measurement sensors employing LMI techniques. in 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2013 (Band 2013, S. 3921-3924). Artikel 6610402 (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS). https://doi.org/10.1109/EMBC.2013.6610402

Kirchsteiger, Harald ; Zaccarian, Luca ; Renard, Eric et al. / A novel online recalibration strategy for continuous glucose measurement sensors employing LMI techniques. 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2013. Band 2013 2013. S. 3921-3924 (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

@inproceedings{46fde4d38d904a4685f314c89a85dda1,

title = "A novel online recalibration strategy for continuous glucose measurement sensors employing LMI techniques",

abstract = "This paper considers the problem of online calibration and recalibration of continuous glucose monitoring devices. A parametric relation between interstitial and blood glucose is investigated and a constructive algorithm to adaptively estimate the parameters within this relation is proposed. The algorithm explicitly considers measurement uncertainty of the device used to collect the calibration measurements and enables automatic detection of measurements which are not suitable to be used for calibration. The method was assessed on clinical data from 17 diabetic patients and the improvements with respect to the current state of the art is shown.",

keywords = "Algorithms, Blood Glucose, Blood Glucose Self-Monitoring, Calibration, Diabetes Mellitus/blood, Humans, Insulin Infusion Systems, Internet, Linear Models",

author = "Harald Kirchsteiger and Luca Zaccarian and Eric Renard and \{Del Re\}, Luigi",

year = "2013",

doi = "10.1109/EMBC.2013.6610402",

language = "English",

isbn = "9781457702167",

volume = "2013",

series = "Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS",

pages = "3921--3924",

booktitle = "2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2013",

note = "2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2013 ; Conference date: 03-07-2013 Through 07-07-2013",

}

Kirchsteiger, H, Zaccarian, L, Renard, E & Del Re, L 2013, A novel online recalibration strategy for continuous glucose measurement sensors employing LMI techniques. in 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2013. Bd. 2013, 6610402, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, S. 3921-3924, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2013, Osaka, Japan, 03.07.2013. https://doi.org/10.1109/EMBC.2013.6610402

A novel online recalibration strategy for continuous glucose measurement sensors employing LMI techniques. / Kirchsteiger, Harald; Zaccarian, Luca; Renard, Eric et al.
2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2013. Band 2013 2013. S. 3921-3924 6610402 (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

Publikation: Beitrag in Buch/Bericht/Tagungsband › Konferenzbeitrag › Begutachtung

TY - GEN

T1 - A novel online recalibration strategy for continuous glucose measurement sensors employing LMI techniques

AU - Kirchsteiger, Harald

AU - Zaccarian, Luca

AU - Renard, Eric

AU - Del Re, Luigi

PY - 2013

Y1 - 2013

N2 - This paper considers the problem of online calibration and recalibration of continuous glucose monitoring devices. A parametric relation between interstitial and blood glucose is investigated and a constructive algorithm to adaptively estimate the parameters within this relation is proposed. The algorithm explicitly considers measurement uncertainty of the device used to collect the calibration measurements and enables automatic detection of measurements which are not suitable to be used for calibration. The method was assessed on clinical data from 17 diabetic patients and the improvements with respect to the current state of the art is shown.

AB - This paper considers the problem of online calibration and recalibration of continuous glucose monitoring devices. A parametric relation between interstitial and blood glucose is investigated and a constructive algorithm to adaptively estimate the parameters within this relation is proposed. The algorithm explicitly considers measurement uncertainty of the device used to collect the calibration measurements and enables automatic detection of measurements which are not suitable to be used for calibration. The method was assessed on clinical data from 17 diabetic patients and the improvements with respect to the current state of the art is shown.

KW - Algorithms

KW - Blood Glucose

KW - Blood Glucose Self-Monitoring

KW - Calibration

KW - Diabetes Mellitus/blood

KW - Humans

KW - Insulin Infusion Systems

KW - Internet

KW - Linear Models

UR - https://www.scopus.com/pages/publications/84886547493

U2 - 10.1109/EMBC.2013.6610402

DO - 10.1109/EMBC.2013.6610402

M3 - Conference contribution

C2 - 24110589

AN - SCOPUS:84886547493

SN - 9781457702167

VL - 2013

T3 - Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

SP - 3921

EP - 3924

BT - 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2013

T2 - 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2013

Y2 - 3 July 2013 through 7 July 2013

ER -

Kirchsteiger H, Zaccarian L, Renard E, Del Re L. A novel online recalibration strategy for continuous glucose measurement sensors employing LMI techniques. in 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2013. Band 2013. 2013. S. 3921-3924. 6610402. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS). doi: 10.1109/EMBC.2013.6610402

A novel online recalibration strategy for continuous glucose measurement sensors employing LMI techniques

Abstract

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