Shape-only identification of breathing system failure

P. C W Beatty; A. Pohlmann; T. Dimarki

Shape-only identification of breathing system failure

P. C W Beatty, A. Pohlmann, T. Dimarki

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

A shape-only alarm system was tested using an Enclosed Afferent Reservoir (EAR) and a Bain breathing system during simulated spontaneous and controlled ventilation. Correct classification rates for failures of 97.6% and 94.3% were obtained for the EAR and the Bain studies respectively in the face of over 100 unseen simulated failures for each breathing system. In both studies, only one false positive alarm was indicated by the alarm and one false negative instances were observed.

Original language	English
Title of host publication	Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings\|Annu Int Conf IEEE Eng Med Biol Proc
Editors	J.D Enderle
Pages	982-984
Number of pages	2
Volume	2
Publication status	Published - 2000
Event	22nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society - Chicago, IL Duration: 1 Jul 2000 → …

Conference

Conference	22nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society
City	Chicago, IL
Period	1/07/00 → …

Keywords

Anaesthesia
Breathing systems
Pattern recognition

UN SDGs

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

Cite this

@inproceedings{17adbc140d2b4b91bed4abcad698a039,

title = "Shape-only identification of breathing system failure",

abstract = "A shape-only alarm system was tested using an Enclosed Afferent Reservoir (EAR) and a Bain breathing system during simulated spontaneous and controlled ventilation. Correct classification rates for failures of 97.6% and 94.3% were obtained for the EAR and the Bain studies respectively in the face of over 100 unseen simulated failures for each breathing system. In both studies, only one false positive alarm was indicated by the alarm and one false negative instances were observed.",

keywords = "Anaesthesia, Breathing systems, Pattern recognition",

author = "Beatty, {P. C W} and A. Pohlmann and T. Dimarki",

year = "2000",

language = "English",

volume = "2",

pages = "982--984",

editor = "J.D Enderle",

booktitle = "Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings|Annu Int Conf IEEE Eng Med Biol Proc",

note = "22nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society ; Conference date: 01-07-2000",

}

Beatty, PCW, Pohlmann, A & Dimarki, T 2000, Shape-only identification of breathing system failure. in JD Enderle (ed.), Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings|Annu Int Conf IEEE Eng Med Biol Proc. vol. 2, pp. 982-984, 22nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Chicago, IL, 1/07/00.

TY - GEN

T1 - Shape-only identification of breathing system failure

AU - Beatty, P. C W

AU - Pohlmann, A.

AU - Dimarki, T.

PY - 2000

Y1 - 2000

N2 - A shape-only alarm system was tested using an Enclosed Afferent Reservoir (EAR) and a Bain breathing system during simulated spontaneous and controlled ventilation. Correct classification rates for failures of 97.6% and 94.3% were obtained for the EAR and the Bain studies respectively in the face of over 100 unseen simulated failures for each breathing system. In both studies, only one false positive alarm was indicated by the alarm and one false negative instances were observed.

AB - A shape-only alarm system was tested using an Enclosed Afferent Reservoir (EAR) and a Bain breathing system during simulated spontaneous and controlled ventilation. Correct classification rates for failures of 97.6% and 94.3% were obtained for the EAR and the Bain studies respectively in the face of over 100 unseen simulated failures for each breathing system. In both studies, only one false positive alarm was indicated by the alarm and one false negative instances were observed.

KW - Anaesthesia

KW - Breathing systems

KW - Pattern recognition

M3 - Conference contribution

VL - 2

SP - 982

EP - 984

BT - Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings|Annu Int Conf IEEE Eng Med Biol Proc

A2 - Enderle, J.D

T2 - 22nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society

Y2 - 1 July 2000

ER -

Shape-only identification of breathing system failure

Abstract

Conference

Keywords

UN SDGs

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