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Contactless continuous heart rate monitoring system using ballistocardiography

Cardiovascular disease is the number one cause of death in the world and is a serious problem. In the case of cardiopulmonary arrest due to myocardial infarction, the survival rate is as low as 13.3% one month after resuscitation, which birthed the need for continuous heart monitoring. In this study...

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Detalles Bibliográficos
Autores principales: Sumali, Brian, Mitsukura, Yasue, Nishimura, Toshihiko
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9337676/
https://www.ncbi.nlm.nih.gov/pubmed/35905114
http://dx.doi.org/10.1371/journal.pone.0272072
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author Sumali, Brian
Mitsukura, Yasue
Nishimura, Toshihiko
author_facet Sumali, Brian
Mitsukura, Yasue
Nishimura, Toshihiko
author_sort Sumali, Brian
collection PubMed
description Cardiovascular disease is the number one cause of death in the world and is a serious problem. In the case of cardiopulmonary arrest due to myocardial infarction, the survival rate is as low as 13.3% one month after resuscitation, which birthed the need for continuous heart monitoring. In this study, we develop a Ballistocardiogram (BCG) measurement system using a load cell installed on a chair and a heart rate estimation algorithm that is robust to waveform changes, with the aim of constructing a non-contact heart rate acquisition system. The proposed system was evaluated by utilizing data obtained from 13 healthy subjects and 1 subject with abnormal ECG who were simultaneously measured with ECG. The output of the BCG system was confirmed to change with the same period as the ECG data obtained as the correct answer, and the synchronization of the R-peak positions was confirmed for all cases. As a result of comparing the heart rate intervals estimated from BCG and those obtained from ECG, it was confirmed that the same heart rate variability (HRV) features could be obtained even for abnormal ECG subject.
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spelling pubmed-93376762022-07-30 Contactless continuous heart rate monitoring system using ballistocardiography Sumali, Brian Mitsukura, Yasue Nishimura, Toshihiko PLoS One Research Article Cardiovascular disease is the number one cause of death in the world and is a serious problem. In the case of cardiopulmonary arrest due to myocardial infarction, the survival rate is as low as 13.3% one month after resuscitation, which birthed the need for continuous heart monitoring. In this study, we develop a Ballistocardiogram (BCG) measurement system using a load cell installed on a chair and a heart rate estimation algorithm that is robust to waveform changes, with the aim of constructing a non-contact heart rate acquisition system. The proposed system was evaluated by utilizing data obtained from 13 healthy subjects and 1 subject with abnormal ECG who were simultaneously measured with ECG. The output of the BCG system was confirmed to change with the same period as the ECG data obtained as the correct answer, and the synchronization of the R-peak positions was confirmed for all cases. As a result of comparing the heart rate intervals estimated from BCG and those obtained from ECG, it was confirmed that the same heart rate variability (HRV) features could be obtained even for abnormal ECG subject. Public Library of Science 2022-07-29 /pmc/articles/PMC9337676/ /pubmed/35905114 http://dx.doi.org/10.1371/journal.pone.0272072 Text en © 2022 Sumali et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Sumali, Brian
Mitsukura, Yasue
Nishimura, Toshihiko
Contactless continuous heart rate monitoring system using ballistocardiography
title Contactless continuous heart rate monitoring system using ballistocardiography
title_full Contactless continuous heart rate monitoring system using ballistocardiography
title_fullStr Contactless continuous heart rate monitoring system using ballistocardiography
title_full_unstemmed Contactless continuous heart rate monitoring system using ballistocardiography
title_short Contactless continuous heart rate monitoring system using ballistocardiography
title_sort contactless continuous heart rate monitoring system using ballistocardiography
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9337676/
https://www.ncbi.nlm.nih.gov/pubmed/35905114
http://dx.doi.org/10.1371/journal.pone.0272072
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