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Cuffless blood pressure estimation using only a smartphone
Cuffless blood pressure (BP) measurement is an all-inclusive term for a method that aims to measure BP without using a cuff. Recent cuffless technology has made it possible to estimate BP with reasonable accuracy. However, mainstream methods require an electrocardiogram and photoplethysmogram measur...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5940836/ https://www.ncbi.nlm.nih.gov/pubmed/29740088 http://dx.doi.org/10.1038/s41598-018-25681-5 |
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author | Matsumura, Kenta Rolfe, Peter Toda, Sogo Yamakoshi, Takehiro |
author_facet | Matsumura, Kenta Rolfe, Peter Toda, Sogo Yamakoshi, Takehiro |
author_sort | Matsumura, Kenta |
collection | PubMed |
description | Cuffless blood pressure (BP) measurement is an all-inclusive term for a method that aims to measure BP without using a cuff. Recent cuffless technology has made it possible to estimate BP with reasonable accuracy. However, mainstream methods require an electrocardiogram and photoplethysmogram measurements, and frequent calibration procedures using a cuff sphygmomanometer. We therefore developed a far simpler cuffless method, using only heart rate (HR) and modified normalized pulse volume (mNPV) that can be measured using a smartphone, based on the knowledge that ln BP = ln cardiac output (CO) + ln total peripheral resistance (TPR), where CO and TPR are correlated with HR and mNPV, respectively. Here, we show that mean arterial pressure (MAP), systolic BP (SBP), and diastolic BP (DBP) could be estimated using the exponential transformation of linear polynomial equation, (a × ln HR) + (b × ln mNPV) + constant, using only a smartphone, with an accuracy of R > 0.70. This implies that our cuffless method could convert a large number of smartphones or smart watches into simplified sphygmomanometers. |
format | Online Article Text |
id | pubmed-5940836 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-59408362018-05-11 Cuffless blood pressure estimation using only a smartphone Matsumura, Kenta Rolfe, Peter Toda, Sogo Yamakoshi, Takehiro Sci Rep Article Cuffless blood pressure (BP) measurement is an all-inclusive term for a method that aims to measure BP without using a cuff. Recent cuffless technology has made it possible to estimate BP with reasonable accuracy. However, mainstream methods require an electrocardiogram and photoplethysmogram measurements, and frequent calibration procedures using a cuff sphygmomanometer. We therefore developed a far simpler cuffless method, using only heart rate (HR) and modified normalized pulse volume (mNPV) that can be measured using a smartphone, based on the knowledge that ln BP = ln cardiac output (CO) + ln total peripheral resistance (TPR), where CO and TPR are correlated with HR and mNPV, respectively. Here, we show that mean arterial pressure (MAP), systolic BP (SBP), and diastolic BP (DBP) could be estimated using the exponential transformation of linear polynomial equation, (a × ln HR) + (b × ln mNPV) + constant, using only a smartphone, with an accuracy of R > 0.70. This implies that our cuffless method could convert a large number of smartphones or smart watches into simplified sphygmomanometers. Nature Publishing Group UK 2018-05-08 /pmc/articles/PMC5940836/ /pubmed/29740088 http://dx.doi.org/10.1038/s41598-018-25681-5 Text en © The Author(s) 2018 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 Matsumura, Kenta Rolfe, Peter Toda, Sogo Yamakoshi, Takehiro Cuffless blood pressure estimation using only a smartphone |
title | Cuffless blood pressure estimation using only a smartphone |
title_full | Cuffless blood pressure estimation using only a smartphone |
title_fullStr | Cuffless blood pressure estimation using only a smartphone |
title_full_unstemmed | Cuffless blood pressure estimation using only a smartphone |
title_short | Cuffless blood pressure estimation using only a smartphone |
title_sort | cuffless blood pressure estimation using only a smartphone |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5940836/ https://www.ncbi.nlm.nih.gov/pubmed/29740088 http://dx.doi.org/10.1038/s41598-018-25681-5 |
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