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The Potential of Wearable Limb Ballistocardiogram in Blood Pressure Monitoring via Pulse Transit Time
The goal of this study was to investigate the potential of wearable limb ballistocardiography (BCG) to enable cuff-less blood pressure (BP) monitoring, by investigating the association between wearable limb BCG-based pulse transit time (PTT) and BP. A wearable BCG-based PTT was calculated using the...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6650495/ https://www.ncbi.nlm.nih.gov/pubmed/31337783 http://dx.doi.org/10.1038/s41598-019-46936-9 |
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author | Yousefian, Peyman Shin, Sungtae Mousavi, Azin Kim, Chang-Sei Mukkamala, Ramakrishna Jang, Dae-Geun Ko, Byung-Hoon Lee, Jongwook Kwon, Ui Kun Kim, Youn Ho Hahn, Jin-Oh |
author_facet | Yousefian, Peyman Shin, Sungtae Mousavi, Azin Kim, Chang-Sei Mukkamala, Ramakrishna Jang, Dae-Geun Ko, Byung-Hoon Lee, Jongwook Kwon, Ui Kun Kim, Youn Ho Hahn, Jin-Oh |
author_sort | Yousefian, Peyman |
collection | PubMed |
description | The goal of this study was to investigate the potential of wearable limb ballistocardiography (BCG) to enable cuff-less blood pressure (BP) monitoring, by investigating the association between wearable limb BCG-based pulse transit time (PTT) and BP. A wearable BCG-based PTT was calculated using the BCG and photoplethysmogram (PPG) signals acquired by a wristband as proximal and distal timing reference (called the wrist PTT). Its efficacy as surrogate of BP was examined in comparison with PTT calculated using the whole-body BCG acquired by a customized weighing scale (scale PTT) as well as pulse arrival time (PAT) using the experimental data collected from 22 young healthy participants under multiple BP-perturbing interventions. The wrist PTT exhibited close association with both diastolic (group average r = 0.79; mean absolute error (MAE) = 5.1 mmHg) and systolic (group average r = 0.81; MAE = 7.6 mmHg) BP. The efficacy of the wrist PTT was superior to scale PTT and PAT for both diastolic and systolic BP. The association was consistent and robust against diverse BP-perturbing interventions. The wrist PTT showed superior association with BP when calculated with green PPG rather than infrared PPG. In sum, wearable limb BCG has the potential to realize convenient cuff-less BP monitoring via PTT. |
format | Online Article Text |
id | pubmed-6650495 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-66504952019-07-29 The Potential of Wearable Limb Ballistocardiogram in Blood Pressure Monitoring via Pulse Transit Time Yousefian, Peyman Shin, Sungtae Mousavi, Azin Kim, Chang-Sei Mukkamala, Ramakrishna Jang, Dae-Geun Ko, Byung-Hoon Lee, Jongwook Kwon, Ui Kun Kim, Youn Ho Hahn, Jin-Oh Sci Rep Article The goal of this study was to investigate the potential of wearable limb ballistocardiography (BCG) to enable cuff-less blood pressure (BP) monitoring, by investigating the association between wearable limb BCG-based pulse transit time (PTT) and BP. A wearable BCG-based PTT was calculated using the BCG and photoplethysmogram (PPG) signals acquired by a wristband as proximal and distal timing reference (called the wrist PTT). Its efficacy as surrogate of BP was examined in comparison with PTT calculated using the whole-body BCG acquired by a customized weighing scale (scale PTT) as well as pulse arrival time (PAT) using the experimental data collected from 22 young healthy participants under multiple BP-perturbing interventions. The wrist PTT exhibited close association with both diastolic (group average r = 0.79; mean absolute error (MAE) = 5.1 mmHg) and systolic (group average r = 0.81; MAE = 7.6 mmHg) BP. The efficacy of the wrist PTT was superior to scale PTT and PAT for both diastolic and systolic BP. The association was consistent and robust against diverse BP-perturbing interventions. The wrist PTT showed superior association with BP when calculated with green PPG rather than infrared PPG. In sum, wearable limb BCG has the potential to realize convenient cuff-less BP monitoring via PTT. Nature Publishing Group UK 2019-07-23 /pmc/articles/PMC6650495/ /pubmed/31337783 http://dx.doi.org/10.1038/s41598-019-46936-9 Text en © The Author(s) 2019 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 Yousefian, Peyman Shin, Sungtae Mousavi, Azin Kim, Chang-Sei Mukkamala, Ramakrishna Jang, Dae-Geun Ko, Byung-Hoon Lee, Jongwook Kwon, Ui Kun Kim, Youn Ho Hahn, Jin-Oh The Potential of Wearable Limb Ballistocardiogram in Blood Pressure Monitoring via Pulse Transit Time |
title | The Potential of Wearable Limb Ballistocardiogram in Blood Pressure Monitoring via Pulse Transit Time |
title_full | The Potential of Wearable Limb Ballistocardiogram in Blood Pressure Monitoring via Pulse Transit Time |
title_fullStr | The Potential of Wearable Limb Ballistocardiogram in Blood Pressure Monitoring via Pulse Transit Time |
title_full_unstemmed | The Potential of Wearable Limb Ballistocardiogram in Blood Pressure Monitoring via Pulse Transit Time |
title_short | The Potential of Wearable Limb Ballistocardiogram in Blood Pressure Monitoring via Pulse Transit Time |
title_sort | potential of wearable limb ballistocardiogram in blood pressure monitoring via pulse transit time |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6650495/ https://www.ncbi.nlm.nih.gov/pubmed/31337783 http://dx.doi.org/10.1038/s41598-019-46936-9 |
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