Evaluation of a Wearable Device to Determine Cardiorespiratory Parameters From Surface Diaphragm Electromyography

The use of wearable devices in clinical routines could reduce healthcare costs and improve the quality of assessment in patients with chronic respiratory diseases. The purpose of this study is to evaluate the capacity of a Shimmer3 wearable device to extract reliable cardiorespiratory parameters fro...

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Autores: Ràfols-de-Urquía, M, Estrada, L, Estévez-Piorno, J, Sarlabous, L, Jané, R, Torres, A
Tipo de recurso: artículo
Estado:Versión publicada
Fecha de publicación:2019
País:España
Institución:Institut d'Investigació i Innovació Parc Taulí (I3PT)
Repositorio:r-I3PT. Repositorio Institucional Producción Científica del Institut d'Investigació i Innovació Parc Taulí
OAI Identifier:oai:i3pt.fundanetsuite.com:p5212
Acceso en línea:https://i3pt.portalinvestigacion.com/publicaciones/5212
Access Level:acceso abierto
Palabra clave:Non-invasive respiratory monitoring
cardiorespiratory monitoring
surface diaphragm electromyography
wearable wireless device
chronic respiratory diseases
fixed sample entropy
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spelling Evaluation of a Wearable Device to Determine Cardiorespiratory Parameters From Surface Diaphragm ElectromyographyRàfols-de-Urquía, MEstrada, LEstévez-Piorno, JSarlabous, LJané, RTorres, ANon-invasive respiratory monitoringcardiorespiratory monitoringsurface diaphragm electromyographywearable wireless devicechronic respiratory diseasesfixed sample entropyThe use of wearable devices in clinical routines could reduce healthcare costs and improve the quality of assessment in patients with chronic respiratory diseases. The purpose of this study is to evaluate the capacity of a Shimmer3 wearable device to extract reliable cardiorespiratory parameters from surface diaphragm electromyography (EMGdi). Twenty healthy volunteers underwent an incremental load respiratory test whilst EMGdi was recorded with a Shimmer3 wearable device (EMGdi(W)). Simultaneously, a second EMGdi (EMGdi(L)), inspiratory mouth pressure (Pmouth) and lead-I electrocardiogram (ECG) were recorded via a standard wired laboratory acquisition system. Different cardiorespiratory parameters were extracted from both EMGdi(W) and EMGdi(L) signals: heart rate, respiratory rate, respiratory muscle activity, and mean frequency of EMGdi signals. Alongside these, similar parameters were also extracted from reference signals (Pmouth and ECG). High correlations were found between the data extracted from the EMGdi(W) and the reference signal data: heart rate (R = 0.947), respiratory rate (R = 0.940), respiratory muscle activity (R = 0.877), and mean frequency (R = 0.895). Moreover, similar increments in EMGdi(W) and EMGdi(L) activity were observed when Pmouth was raised, enabling the study of respiratory muscle activation. In summary, the Shimmer3 device is a promising and cost-effective solution for the ambulatory monitoring of respiratory muscle function in chronic respiratory diseases.IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC2019info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttps://i3pt.portalinvestigacion.com/publicaciones/5212IEEE Journal of Biomedical and Health InformaticsISSN: 21682194ISSNe: 21682208reponame:r-I3PT. Repositorio Institucional Producción Científica del Institut d'Investigació i Innovació Parc Taulíinstname:Institut d'Investigació i Innovació Parc Taulí (I3PT)Inglésinfo:eu-repo/semantics/openAccessoai:i3pt.fundanetsuite.com:p52122026-06-21T15:30:37Z
dc.title.none.fl_str_mv Evaluation of a Wearable Device to Determine Cardiorespiratory Parameters From Surface Diaphragm Electromyography
title Evaluation of a Wearable Device to Determine Cardiorespiratory Parameters From Surface Diaphragm Electromyography
spellingShingle Evaluation of a Wearable Device to Determine Cardiorespiratory Parameters From Surface Diaphragm Electromyography
Ràfols-de-Urquía, M
Non-invasive respiratory monitoring
cardiorespiratory monitoring
surface diaphragm electromyography
wearable wireless device
chronic respiratory diseases
fixed sample entropy
title_short Evaluation of a Wearable Device to Determine Cardiorespiratory Parameters From Surface Diaphragm Electromyography
title_full Evaluation of a Wearable Device to Determine Cardiorespiratory Parameters From Surface Diaphragm Electromyography
title_fullStr Evaluation of a Wearable Device to Determine Cardiorespiratory Parameters From Surface Diaphragm Electromyography
title_full_unstemmed Evaluation of a Wearable Device to Determine Cardiorespiratory Parameters From Surface Diaphragm Electromyography
title_sort Evaluation of a Wearable Device to Determine Cardiorespiratory Parameters From Surface Diaphragm Electromyography
dc.creator.none.fl_str_mv Ràfols-de-Urquía, M
Estrada, L
Estévez-Piorno, J
Sarlabous, L
Jané, R
Torres, A
author Ràfols-de-Urquía, M
author_facet Ràfols-de-Urquía, M
Estrada, L
Estévez-Piorno, J
Sarlabous, L
Jané, R
Torres, A
author_role author
author2 Estrada, L
Estévez-Piorno, J
Sarlabous, L
Jané, R
Torres, A
author2_role author
author
author
author
author
dc.subject.none.fl_str_mv Non-invasive respiratory monitoring
cardiorespiratory monitoring
surface diaphragm electromyography
wearable wireless device
chronic respiratory diseases
fixed sample entropy
topic Non-invasive respiratory monitoring
cardiorespiratory monitoring
surface diaphragm electromyography
wearable wireless device
chronic respiratory diseases
fixed sample entropy
description The use of wearable devices in clinical routines could reduce healthcare costs and improve the quality of assessment in patients with chronic respiratory diseases. The purpose of this study is to evaluate the capacity of a Shimmer3 wearable device to extract reliable cardiorespiratory parameters from surface diaphragm electromyography (EMGdi). Twenty healthy volunteers underwent an incremental load respiratory test whilst EMGdi was recorded with a Shimmer3 wearable device (EMGdi(W)). Simultaneously, a second EMGdi (EMGdi(L)), inspiratory mouth pressure (Pmouth) and lead-I electrocardiogram (ECG) were recorded via a standard wired laboratory acquisition system. Different cardiorespiratory parameters were extracted from both EMGdi(W) and EMGdi(L) signals: heart rate, respiratory rate, respiratory muscle activity, and mean frequency of EMGdi signals. Alongside these, similar parameters were also extracted from reference signals (Pmouth and ECG). High correlations were found between the data extracted from the EMGdi(W) and the reference signal data: heart rate (R = 0.947), respiratory rate (R = 0.940), respiratory muscle activity (R = 0.877), and mean frequency (R = 0.895). Moreover, similar increments in EMGdi(W) and EMGdi(L) activity were observed when Pmouth was raised, enabling the study of respiratory muscle activation. In summary, the Shimmer3 device is a promising and cost-effective solution for the ambulatory monitoring of respiratory muscle function in chronic respiratory diseases.
publishDate 2019
dc.date.none.fl_str_mv 2019
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv https://i3pt.portalinvestigacion.com/publicaciones/5212
url https://i3pt.portalinvestigacion.com/publicaciones/5212
dc.language.none.fl_str_mv Inglés
language_invalid_str_mv Inglés
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
publisher.none.fl_str_mv IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
dc.source.none.fl_str_mv IEEE Journal of Biomedical and Health Informatics
ISSN: 21682194
ISSNe: 21682208
reponame:r-I3PT. Repositorio Institucional Producción Científica del Institut d'Investigació i Innovació Parc Taulí
instname:Institut d'Investigació i Innovació Parc Taulí (I3PT)
instname_str Institut d'Investigació i Innovació Parc Taulí (I3PT)
reponame_str r-I3PT. Repositorio Institucional Producción Científica del Institut d'Investigació i Innovació Parc Taulí
collection r-I3PT. Repositorio Institucional Producción Científica del Institut d'Investigació i Innovació Parc Taulí
repository.name.fl_str_mv
repository.mail.fl_str_mv
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