Spectral Fusion of Heartbeat and Accelerometer Data for Estimation of Breathing Rate in Wearable Patches.

Signal Processing, Computer-Assisted Heart Rate Electrocardiography / methods Wearable Electronic Devices Accelerometry Algorithms
accelerometry electrocardiography epilepsy monitoring outpatient respiratory rate seizures wearable electronic device

Journal

Studies in health technology and informatics
ISSN: 1879-8365
Titre abrégé: Stud Health Technol Inform
Pays: Netherlands
ID NLM: 9214582

Informations de publication

Date de publication:
18 May 2023
Historique:
medline: 22 5 2023
pubmed: 19 5 2023
entrez: 19 5 2023
Statut: ppublish

Résumé

Despite developments in wearable devices for detecting various bio-signals, continuous measurement of breathing rate (BR) remains a challenge. This work presents an early proof of concept that employs a wearable patch to estimate BR. We propose combining techniques for calculating BR from electrocardiogram (ECG) and accelerometer (ACC) signals, while applying decision rules based on signal-to-noise (SNR) to fuse the estimates for improved accuracy.

Identifiants

DOI: 10.3233/SHTI230336 PMID: 37203571
pubmed: 37203571
pii: SHTI230336
doi: 10.3233/SHTI230336
doi:

Types de publication

Journal Article

Langues

eng

Pagination

1025-1026

Auteurs

Mohamed Alhaskir (M)

Institute of Medical Informatics, Medical Faculty, RWTH Aachen University, Aachen, Germany.
Department of Epileptology, Neurology, Medical Faculty, RWTH Aachen University, Aachen, Germany.

Jennifer Bauer (J)

Institute for Physiology and Cell Biology, University of Veterinary Medicine Hannover, Hannover, Germany.

Florian Linke (F)

Department of Epileptology, Neurology, Medical Faculty, RWTH Aachen University, Aachen, Germany.

Elisabeth Schriewer (E)

Department of Epileptology, Neurology, Medical Faculty, RWTH Aachen University, Aachen, Germany.

Yvonne Weber (Y)

Department of Epileptology, Neurology, Medical Faculty, RWTH Aachen University, Aachen, Germany.

Stefan Wolking (S)

Department of Epileptology, Neurology, Medical Faculty, RWTH Aachen University, Aachen, Germany.

Rainer Röhrig (R)

Institute of Medical Informatics, Medical Faculty, RWTH Aachen University, Aachen, Germany.

Markus Rothermel (M)

Institute for Physiology and Cell Biology, University of Veterinary Medicine Hannover, Hannover, Germany.

Henner Koch (H)

Department of Epileptology, Neurology, Medical Faculty, RWTH Aachen University, Aachen, Germany.

Ekaterina Kutafina (E)

Institute of Medical Informatics, Medical Faculty, RWTH Aachen University, Aachen, Germany.

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Classifications MeSH

questionsmedicales.fr › Sciences de l'information › Méthodologies informatiques › Traitement du signal assisté par ordinateur › Spectral Fusion of Heartbeat and Accelerometer...
questionsmedicales.fr › Phénomènes physiologiques respiratoires et circulatoires › Phénomènes physiologiques cardiovasculaires › Hémodynamique › Rythme cardiaque › Spectral Fusion of Heartbeat and Accelerometer...
questionsmedicales.fr › Diagnostic › Techniques et procédures diagnostiques › Électrodiagnostic › Électrocardiographie › Spectral Fusion of Heartbeat and Accelerometer...
questionsmedicales.fr › Équipement et fournitures › Équipement et fournitures électriques › Dispositifs électroniques portables › Spectral Fusion of Heartbeat and Accelerometer...
questionsmedicales.fr › Techniques d'investigation › Accélérométrie › Spectral Fusion of Heartbeat and Accelerometer...
questionsmedicales.fr › Sciences de l'information › Méthodologies informatiques › Algorithmes › Spectral Fusion of Heartbeat and Accelerometer...