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Using smart speakers to contactlessly monitor heart rhythms
Heart rhythm assessment is indispensable in diagnosis and management of many cardiac conditions and to study heart rate variability in healthy individuals. We present a proof-of-concept system for acquiring individual heart beats using smart speakers in a fully contact-free manner. Our algorithms tr...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7943557/ https://www.ncbi.nlm.nih.gov/pubmed/33750897 http://dx.doi.org/10.1038/s42003-021-01824-9 |
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author | Wang, Anran Nguyen, Dan Sridhar, Arun R. Gollakota, Shyamnath |
author_facet | Wang, Anran Nguyen, Dan Sridhar, Arun R. Gollakota, Shyamnath |
author_sort | Wang, Anran |
collection | PubMed |
description | Heart rhythm assessment is indispensable in diagnosis and management of many cardiac conditions and to study heart rate variability in healthy individuals. We present a proof-of-concept system for acquiring individual heart beats using smart speakers in a fully contact-free manner. Our algorithms transform the smart speaker into a short-range active sonar system and measure heart rate and inter-beat intervals (R-R intervals) for both regular and irregular rhythms. The smart speaker emits inaudible 18–22 kHz sound and receives echoes reflected from the human body that encode sub-mm displacements due to heart beats. We conducted a clinical study with both healthy participants and hospitalized cardiac patients with diverse structural and arrhythmic cardiac abnormalities including atrial fibrillation, flutter and congestive heart failure. Compared to electrocardiogram (ECG) data, our system computed R-R intervals for healthy participants with a median error of 28 ms over 12,280 heart beats and a correlation coefficient of 0.929. For hospitalized cardiac patients, the median error was 30 ms over 5639 heart beats with a correlation coefficient of 0.901. The increasing adoption of smart speakers in hospitals and homes may provide a means to realize the potential of our non-contact cardiac rhythm monitoring system for monitoring of contagious or quarantined patients, skin sensitive patients and in telemedicine settings. |
format | Online Article Text |
id | pubmed-7943557 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-79435572021-03-28 Using smart speakers to contactlessly monitor heart rhythms Wang, Anran Nguyen, Dan Sridhar, Arun R. Gollakota, Shyamnath Commun Biol Article Heart rhythm assessment is indispensable in diagnosis and management of many cardiac conditions and to study heart rate variability in healthy individuals. We present a proof-of-concept system for acquiring individual heart beats using smart speakers in a fully contact-free manner. Our algorithms transform the smart speaker into a short-range active sonar system and measure heart rate and inter-beat intervals (R-R intervals) for both regular and irregular rhythms. The smart speaker emits inaudible 18–22 kHz sound and receives echoes reflected from the human body that encode sub-mm displacements due to heart beats. We conducted a clinical study with both healthy participants and hospitalized cardiac patients with diverse structural and arrhythmic cardiac abnormalities including atrial fibrillation, flutter and congestive heart failure. Compared to electrocardiogram (ECG) data, our system computed R-R intervals for healthy participants with a median error of 28 ms over 12,280 heart beats and a correlation coefficient of 0.929. For hospitalized cardiac patients, the median error was 30 ms over 5639 heart beats with a correlation coefficient of 0.901. The increasing adoption of smart speakers in hospitals and homes may provide a means to realize the potential of our non-contact cardiac rhythm monitoring system for monitoring of contagious or quarantined patients, skin sensitive patients and in telemedicine settings. Nature Publishing Group UK 2021-03-09 /pmc/articles/PMC7943557/ /pubmed/33750897 http://dx.doi.org/10.1038/s42003-021-01824-9 Text en © The Author(s) 2021 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Wang, Anran Nguyen, Dan Sridhar, Arun R. Gollakota, Shyamnath Using smart speakers to contactlessly monitor heart rhythms |
title | Using smart speakers to contactlessly monitor heart rhythms |
title_full | Using smart speakers to contactlessly monitor heart rhythms |
title_fullStr | Using smart speakers to contactlessly monitor heart rhythms |
title_full_unstemmed | Using smart speakers to contactlessly monitor heart rhythms |
title_short | Using smart speakers to contactlessly monitor heart rhythms |
title_sort | using smart speakers to contactlessly monitor heart rhythms |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7943557/ https://www.ncbi.nlm.nih.gov/pubmed/33750897 http://dx.doi.org/10.1038/s42003-021-01824-9 |
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