Assessing Control Performance in Closed-loop Anesthesia

Kristian Soltesz; Guy A. Dumont; J. Mark Ansermino

doi:10.1109/MED.2013.6608720

Assessing Control Performance in Closed-loop Anesthesia

Kristian Soltesz, Guy A. Dumont, J. Mark Ansermino

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

278 Downloads (Pure)

Abstract

Recently, several control systems for closed-loop anesthesia have been demonstrated both in simulation and clinical studies. A set of performance measures, proposed by Varvel et al., have constituted the standard means of comparing such systems.

This paper debates the adequacy of the Varvel measures, as applied to closed-loop anesthesia, and proposes an alternative set of measures. Key features of the proposed measures are: wide acceptance within the control community; reflection of clinical feasibility; separate measures for induction and maintenance of anesthesia; separation of outlier detection and performance evaluation. The proposed measures are descriptive, few, and easy to compute.

Original language	English
Title of host publication	21st Mediterranean Conference on Control & Automation (MED), 2013
Publisher	IEEE - Institute of Electrical and Electronics Engineers Inc.
Pages	191-196
ISBN (Print)	978-1-4799-0995-7
DOIs	https://doi.org/10.1109/MED.2013.6608720
Publication status	Published - 2013
Event	21st Mediterranean Conference on Control and Automation - Platanias-Chania, Crete, Greece Duration: 2013 Jun 25 → …

Conference

Conference	21st Mediterranean Conference on Control and Automation
Country/Territory	Greece
City	Platanias-Chania, Crete
Period	2013/06/25 → …

Subject classification (UKÄ)

Control Engineering

Free keywords

medical control system
performance evaluation
drug delivery

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

10.1109/MED.2013.6608720

soltesz13aAccepted author manuscript, 201 KB

Anesthesia in Closed Loop
Soltesz, K. (PI), Troeng, O. (Research student), Bagge Carlson, F. (Research student) & Cervin, A. (Researcher)
2011/01/01 → 2020/01/01
Project: Research
LCCC
Holmqvist, A. (Researcher), Andersson, N. (Researcher), Cervin, A. (Researcher), Mannesson, A. (Researcher), Gattami, A. (Researcher), Ghulchak, A. (Researcher), Papadopoulos, A. V. (Researcher), Rantzer, A. (Researcher), Robertsson, A. (Researcher), Sootla, A. (Researcher), THEORIN, A. (Researcher), Bernhardsson, B. (Researcher), Olofsson, B. (Researcher), Wittenmark, B. (Researcher), Grussler, C. (Researcher), Johnsson, C. (Researcher), MADJIDIAN, D. (Researcher), Johannesson, E. (Researcher), Magnusson, F. (Researcher), Ståhl, F. (Researcher), Como, G. (Researcher), Chasparis, G. (Researcher), Turesson, G. (Researcher), Dressler, I. (Researcher), Åkesson, J. (Researcher), Cho, J. H. (Researcher), Årzén, K.-E. (Researcher), Åström, K. J. (Researcher), Sou, K. C. (Researcher), Mårtensson, K. (Researcher), Berntorp, K. (Researcher), Soltesz, K. (Researcher), Lessard, L. (Researcher), Hast, M. (Researcher), Rönn, M. (Researcher), Ansbjerg Kjær, M. (Researcher), Maggio, M. (Researcher), Kristalny, M. (Researcher), Garpinger, O. (Researcher), From, P. J. (Researcher), Larsson, P.-O. (Researcher), Giselsson, P. (Researcher), Johansson, R. (Researcher), Hägglund, T. (Researcher), Vladimerou, V. (Researcher), Romero Segovia, V. (Researcher), Aurelius, A. (Researcher), Cedersjö, G. (Researcher), Bür, K. (Researcher), Dellkrantz, M. (Researcher), Du, M. (Researcher), Amani, P. (Researcher), Larsson, R. (Researcher), Tärneberg, W. (Research student), Li, Z. (Researcher), Yin, L. (Researcher), Tufvesson, F. (Researcher), Höst, S. (Researcher), Nilsson, B. (Researcher), Stenström, S. (Researcher), Andersson, J. A. (Researcher), Diehl, S. (Researcher), Dürango, J. (Researcher), Ghazaei Ardakani, M. (Researcher), Forsberg, P.-O. (Researcher), Bengtsson, F. (Researcher), Jörntell, H. (Researcher), Arévalo, C. (Researcher), Führer, C. (Researcher), Andersson, C. (Researcher), Mohammadi, F. (Researcher), Ödling, P. (Researcher), Andersson, M. (Researcher), Kihl, M. (Researcher) & Tunestål, P. (Researcher)
2008/07/01 → 2018/06/30
Project: Research

Cite this

@inproceedings{a85cfea4447d4ad4b6077e705d0abfe0,

title = "Assessing Control Performance in Closed-loop Anesthesia",

abstract = "Recently, several control systems for closed-loop anesthesia have been demonstrated both in simulation and clinical studies. A set of performance measures, proposed by Varvel et al., have constituted the standard means of comparing such systems. This paper debates the adequacy of the Varvel measures, as applied to closed-loop anesthesia, and proposes an alternative set of measures. Key features of the proposed measures are: wide acceptance within the control community; reflection of clinical feasibility; separate measures for induction and maintenance of anesthesia; separation of outlier detection and performance evaluation. The proposed measures are descriptive, few, and easy to compute.",

keywords = "medical control system, performance evaluation, drug delivery",

author = "Kristian Soltesz and Dumont, {Guy A.} and Ansermino, {J. Mark}",

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doi = "10.1109/MED.2013.6608720",

language = "English",

isbn = "978-1-4799-0995-7",

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booktitle = "21st Mediterranean Conference on Control & Automation (MED), 2013",

publisher = "IEEE - Institute of Electrical and Electronics Engineers Inc.",

address = "United States",

note = "21st Mediterranean Conference on Control and Automation ; Conference date: 25-06-2013",

}

Soltesz, K, Dumont, GA & Ansermino, JM 2013, Assessing Control Performance in Closed-loop Anesthesia. in 21st Mediterranean Conference on Control & Automation (MED), 2013. IEEE - Institute of Electrical and Electronics Engineers Inc., pp. 191-196, 21st Mediterranean Conference on Control and Automation, Platanias-Chania, Crete, Greece, 2013/06/25. https://doi.org/10.1109/MED.2013.6608720

Assessing Control Performance in Closed-loop Anesthesia. / Soltesz, Kristian; Dumont, Guy A.; Ansermino, J. Mark.
21st Mediterranean Conference on Control & Automation (MED), 2013. IEEE - Institute of Electrical and Electronics Engineers Inc., 2013. p. 191-196.

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

TY - GEN

T1 - Assessing Control Performance in Closed-loop Anesthesia

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AU - Dumont, Guy A.

AU - Ansermino, J. Mark

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N2 - Recently, several control systems for closed-loop anesthesia have been demonstrated both in simulation and clinical studies. A set of performance measures, proposed by Varvel et al., have constituted the standard means of comparing such systems. This paper debates the adequacy of the Varvel measures, as applied to closed-loop anesthesia, and proposes an alternative set of measures. Key features of the proposed measures are: wide acceptance within the control community; reflection of clinical feasibility; separate measures for induction and maintenance of anesthesia; separation of outlier detection and performance evaluation. The proposed measures are descriptive, few, and easy to compute.

AB - Recently, several control systems for closed-loop anesthesia have been demonstrated both in simulation and clinical studies. A set of performance measures, proposed by Varvel et al., have constituted the standard means of comparing such systems. This paper debates the adequacy of the Varvel measures, as applied to closed-loop anesthesia, and proposes an alternative set of measures. Key features of the proposed measures are: wide acceptance within the control community; reflection of clinical feasibility; separate measures for induction and maintenance of anesthesia; separation of outlier detection and performance evaluation. The proposed measures are descriptive, few, and easy to compute.

KW - medical control system

KW - performance evaluation

KW - drug delivery

U2 - 10.1109/MED.2013.6608720

DO - 10.1109/MED.2013.6608720

M3 - Paper in conference proceeding

SN - 978-1-4799-0995-7

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BT - 21st Mediterranean Conference on Control & Automation (MED), 2013

PB - IEEE - Institute of Electrical and Electronics Engineers Inc.

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Y2 - 25 June 2013

ER -

Assessing Control Performance in Closed-loop Anesthesia

Abstract

Conference

Subject classification (UKÄ)

Free keywords

UN SDGs

Access to Document

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Projects

Anesthesia in Closed Loop

LCCC

Cite this