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Unconstrained Vital Sign Monitoring System Using an Aortic Pulse Wave Sensor

This paper proposes a novel unconstrained monitoring system that measures heart and respiratory rates and evaluates autonomic nervous activity based on heart rate variability. The proposed system measures the aortic pulse waves (APWs) of a patient via an APW sensor that comprises a single microphone...

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Autores principales: Hagiyama, Naoki, Hirano, Harutoyo, Mito, Akihisa, Soh, Zu, Fujita, Etsunori, Ogura, Yumi, Kaneko, Shigehiko, Nakamura, Ryuji, Saeki, Noboru, Kawamoto, Masashi, Yoshizumi, Masao, Tsuji, Toshio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6877648/
https://www.ncbi.nlm.nih.gov/pubmed/31767901
http://dx.doi.org/10.1038/s41598-019-53808-9
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author Hagiyama, Naoki
Hirano, Harutoyo
Mito, Akihisa
Soh, Zu
Fujita, Etsunori
Ogura, Yumi
Kaneko, Shigehiko
Nakamura, Ryuji
Saeki, Noboru
Kawamoto, Masashi
Yoshizumi, Masao
Tsuji, Toshio
author_facet Hagiyama, Naoki
Hirano, Harutoyo
Mito, Akihisa
Soh, Zu
Fujita, Etsunori
Ogura, Yumi
Kaneko, Shigehiko
Nakamura, Ryuji
Saeki, Noboru
Kawamoto, Masashi
Yoshizumi, Masao
Tsuji, Toshio
author_sort Hagiyama, Naoki
collection PubMed
description This paper proposes a novel unconstrained monitoring system that measures heart and respiratory rates and evaluates autonomic nervous activity based on heart rate variability. The proposed system measures the aortic pulse waves (APWs) of a patient via an APW sensor that comprises a single microphone integrated into a mattress. Vital signs (i.e., heart rate, respiratory rate) and autonomic nervous activity were analyzed using the measured APWs. In an experiment with supine and seated participants, vital signs calculated by the proposed system were compared with vital signs measured with commercial devices, and we obtained the correlations of r > 0.8 for the heart rates, r > 0.7 for the respiratory rates, and r > 0.8 for the heart rate variability indices. These results indicate that the proposed system can produce accurate vital sign measurements. In addition, we performed the experiment of image stimulus presentation and explored the relationships between the self-reported psychological states evoked by the stimulus and the measured vital signs. The results indicated that vital signs reflect psychological states. In conclusion, the proposed system demonstrated its ability to monitor health conditions by actions as simple as sitting or lying on the APW sensor.
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spelling pubmed-68776482019-12-05 Unconstrained Vital Sign Monitoring System Using an Aortic Pulse Wave Sensor Hagiyama, Naoki Hirano, Harutoyo Mito, Akihisa Soh, Zu Fujita, Etsunori Ogura, Yumi Kaneko, Shigehiko Nakamura, Ryuji Saeki, Noboru Kawamoto, Masashi Yoshizumi, Masao Tsuji, Toshio Sci Rep Article This paper proposes a novel unconstrained monitoring system that measures heart and respiratory rates and evaluates autonomic nervous activity based on heart rate variability. The proposed system measures the aortic pulse waves (APWs) of a patient via an APW sensor that comprises a single microphone integrated into a mattress. Vital signs (i.e., heart rate, respiratory rate) and autonomic nervous activity were analyzed using the measured APWs. In an experiment with supine and seated participants, vital signs calculated by the proposed system were compared with vital signs measured with commercial devices, and we obtained the correlations of r > 0.8 for the heart rates, r > 0.7 for the respiratory rates, and r > 0.8 for the heart rate variability indices. These results indicate that the proposed system can produce accurate vital sign measurements. In addition, we performed the experiment of image stimulus presentation and explored the relationships between the self-reported psychological states evoked by the stimulus and the measured vital signs. The results indicated that vital signs reflect psychological states. In conclusion, the proposed system demonstrated its ability to monitor health conditions by actions as simple as sitting or lying on the APW sensor. Nature Publishing Group UK 2019-11-25 /pmc/articles/PMC6877648/ /pubmed/31767901 http://dx.doi.org/10.1038/s41598-019-53808-9 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
Hagiyama, Naoki
Hirano, Harutoyo
Mito, Akihisa
Soh, Zu
Fujita, Etsunori
Ogura, Yumi
Kaneko, Shigehiko
Nakamura, Ryuji
Saeki, Noboru
Kawamoto, Masashi
Yoshizumi, Masao
Tsuji, Toshio
Unconstrained Vital Sign Monitoring System Using an Aortic Pulse Wave Sensor
title Unconstrained Vital Sign Monitoring System Using an Aortic Pulse Wave Sensor
title_full Unconstrained Vital Sign Monitoring System Using an Aortic Pulse Wave Sensor
title_fullStr Unconstrained Vital Sign Monitoring System Using an Aortic Pulse Wave Sensor
title_full_unstemmed Unconstrained Vital Sign Monitoring System Using an Aortic Pulse Wave Sensor
title_short Unconstrained Vital Sign Monitoring System Using an Aortic Pulse Wave Sensor
title_sort unconstrained vital sign monitoring system using an aortic pulse wave sensor
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6877648/
https://www.ncbi.nlm.nih.gov/pubmed/31767901
http://dx.doi.org/10.1038/s41598-019-53808-9
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