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A new method of continuous blood pressure monitoring using multichannel sensing signals on the wrist
Hypertension is a worldwide health problem and a primary risk factor for cardiovascular disease. Continuous monitoring of blood pressure has important clinical value for the early diagnosis and prevention of cardiovascular disease. However, existing technologies for wearable continuous blood pressur...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10511443/ https://www.ncbi.nlm.nih.gov/pubmed/37744263 http://dx.doi.org/10.1038/s41378-023-00590-4 |
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author | Wang, Liangqi Tian, Shuo Zhu, Rong |
author_facet | Wang, Liangqi Tian, Shuo Zhu, Rong |
author_sort | Wang, Liangqi |
collection | PubMed |
description | Hypertension is a worldwide health problem and a primary risk factor for cardiovascular disease. Continuous monitoring of blood pressure has important clinical value for the early diagnosis and prevention of cardiovascular disease. However, existing technologies for wearable continuous blood pressure monitoring are usually inaccurate, rely on subject-specific calibration and have poor generalization across individuals, which limit their practical applications. Here, we report a new blood pressure measurement method and develop an associated wearable device to implement continuous blood pressure monitoring for new subjects. The wearable device detects cardiac output and pulse waveform features through dual photoplethysmography (PPG) sensors worn on the palmar and dorsal sides of the wrist, incorporating custom-made interface sensors to detect the wearing contact pressure and skin temperature. The detected multichannel signals are fused using a machine-learning algorithm to estimate continuous blood pressure in real time. This dual PPG sensing method effectively eliminates the personal differences in PPG signals caused by different people and different wearing conditions. The proposed wearable device enables continuous blood pressure monitoring with good generalizability across individuals and demonstrates promising potential in personal health care applications. [Image: see text] |
format | Online Article Text |
id | pubmed-10511443 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-105114432023-09-22 A new method of continuous blood pressure monitoring using multichannel sensing signals on the wrist Wang, Liangqi Tian, Shuo Zhu, Rong Microsyst Nanoeng Article Hypertension is a worldwide health problem and a primary risk factor for cardiovascular disease. Continuous monitoring of blood pressure has important clinical value for the early diagnosis and prevention of cardiovascular disease. However, existing technologies for wearable continuous blood pressure monitoring are usually inaccurate, rely on subject-specific calibration and have poor generalization across individuals, which limit their practical applications. Here, we report a new blood pressure measurement method and develop an associated wearable device to implement continuous blood pressure monitoring for new subjects. The wearable device detects cardiac output and pulse waveform features through dual photoplethysmography (PPG) sensors worn on the palmar and dorsal sides of the wrist, incorporating custom-made interface sensors to detect the wearing contact pressure and skin temperature. The detected multichannel signals are fused using a machine-learning algorithm to estimate continuous blood pressure in real time. This dual PPG sensing method effectively eliminates the personal differences in PPG signals caused by different people and different wearing conditions. The proposed wearable device enables continuous blood pressure monitoring with good generalizability across individuals and demonstrates promising potential in personal health care applications. [Image: see text] Nature Publishing Group UK 2023-09-21 /pmc/articles/PMC10511443/ /pubmed/37744263 http://dx.doi.org/10.1038/s41378-023-00590-4 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Wang, Liangqi Tian, Shuo Zhu, Rong A new method of continuous blood pressure monitoring using multichannel sensing signals on the wrist |
title | A new method of continuous blood pressure monitoring using multichannel sensing signals on the wrist |
title_full | A new method of continuous blood pressure monitoring using multichannel sensing signals on the wrist |
title_fullStr | A new method of continuous blood pressure monitoring using multichannel sensing signals on the wrist |
title_full_unstemmed | A new method of continuous blood pressure monitoring using multichannel sensing signals on the wrist |
title_short | A new method of continuous blood pressure monitoring using multichannel sensing signals on the wrist |
title_sort | new method of continuous blood pressure monitoring using multichannel sensing signals on the wrist |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10511443/ https://www.ncbi.nlm.nih.gov/pubmed/37744263 http://dx.doi.org/10.1038/s41378-023-00590-4 |
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