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Clinical validation of a contactless respiration rate monitor
Respiratory rate (RR) is an often underestimated and underreported vital sign with tremendous clinical value. As a predictor of cardiopulmonary arrest, chronic obstructive pulmonary disease (COPD) exacerbation or indicator of health state for example in COVID-19 patients, respiratory rate could be e...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9975830/ https://www.ncbi.nlm.nih.gov/pubmed/36859403 http://dx.doi.org/10.1038/s41598-023-30171-4 |
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author | Bujan, Bartosz Fischer, Tobit Dietz-Terjung, Sarah Bauerfeind, Aribert Jedrysiak, Piotr Große Sundrup, Martina Hamann, Janne Schöbel, Christoph |
author_facet | Bujan, Bartosz Fischer, Tobit Dietz-Terjung, Sarah Bauerfeind, Aribert Jedrysiak, Piotr Große Sundrup, Martina Hamann, Janne Schöbel, Christoph |
author_sort | Bujan, Bartosz |
collection | PubMed |
description | Respiratory rate (RR) is an often underestimated and underreported vital sign with tremendous clinical value. As a predictor of cardiopulmonary arrest, chronic obstructive pulmonary disease (COPD) exacerbation or indicator of health state for example in COVID-19 patients, respiratory rate could be especially valuable in remote long-term patient monitoring, which is challenging to implement. Contactless devices for home use aim to overcome these challenges. In this study, the contactless Sleepiz One+ respiration monitor for home use during sleep was validated against the thoracic effort belt. The agreement of instantaneous breathing rate and breathing rate statistics between the Sleepiz One+ device and the thoracic effort belt was initially evaluated during a 20-min sleep window under controlled conditions (no body movement) on a cohort of 19 participants and secondly in a more natural setting (uncontrolled for body movement) during a whole night on a cohort of 139 participants. Excellent agreement was shown for instantaneous breathing rate to be within 3 breaths per minute (Brpm) compared to thoracic effort band with an accuracy of 100% and mean absolute error (MAE) of 0.39 Brpm for the setting controlled for movement, and an accuracy of 99.5% with a MAE of 0.48 Brpm for the whole night measurement, respectively. Excellent agreement was also achieved for the respiratory rate statistics over the whole night with absolute errors of 0.43, 0.39 and 0.67 Brpm for the 10th, 50th and 90th percentiles, respectively. Based on these results we conclude that the Sleepiz One+ can estimate instantaneous respiratory rate and its summary statistics at high accuracy in a clinical setting. Further studies are required to evaluate the performance in the home environment, however, it is expected that the performance is at similar level, as the measurement conditions for the Sleepiz One+ device are better at home than in a clinical setting. |
format | Online Article Text |
id | pubmed-9975830 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-99758302023-03-01 Clinical validation of a contactless respiration rate monitor Bujan, Bartosz Fischer, Tobit Dietz-Terjung, Sarah Bauerfeind, Aribert Jedrysiak, Piotr Große Sundrup, Martina Hamann, Janne Schöbel, Christoph Sci Rep Article Respiratory rate (RR) is an often underestimated and underreported vital sign with tremendous clinical value. As a predictor of cardiopulmonary arrest, chronic obstructive pulmonary disease (COPD) exacerbation or indicator of health state for example in COVID-19 patients, respiratory rate could be especially valuable in remote long-term patient monitoring, which is challenging to implement. Contactless devices for home use aim to overcome these challenges. In this study, the contactless Sleepiz One+ respiration monitor for home use during sleep was validated against the thoracic effort belt. The agreement of instantaneous breathing rate and breathing rate statistics between the Sleepiz One+ device and the thoracic effort belt was initially evaluated during a 20-min sleep window under controlled conditions (no body movement) on a cohort of 19 participants and secondly in a more natural setting (uncontrolled for body movement) during a whole night on a cohort of 139 participants. Excellent agreement was shown for instantaneous breathing rate to be within 3 breaths per minute (Brpm) compared to thoracic effort band with an accuracy of 100% and mean absolute error (MAE) of 0.39 Brpm for the setting controlled for movement, and an accuracy of 99.5% with a MAE of 0.48 Brpm for the whole night measurement, respectively. Excellent agreement was also achieved for the respiratory rate statistics over the whole night with absolute errors of 0.43, 0.39 and 0.67 Brpm for the 10th, 50th and 90th percentiles, respectively. Based on these results we conclude that the Sleepiz One+ can estimate instantaneous respiratory rate and its summary statistics at high accuracy in a clinical setting. Further studies are required to evaluate the performance in the home environment, however, it is expected that the performance is at similar level, as the measurement conditions for the Sleepiz One+ device are better at home than in a clinical setting. Nature Publishing Group UK 2023-03-01 /pmc/articles/PMC9975830/ /pubmed/36859403 http://dx.doi.org/10.1038/s41598-023-30171-4 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Bujan, Bartosz Fischer, Tobit Dietz-Terjung, Sarah Bauerfeind, Aribert Jedrysiak, Piotr Große Sundrup, Martina Hamann, Janne Schöbel, Christoph Clinical validation of a contactless respiration rate monitor |
title | Clinical validation of a contactless respiration rate monitor |
title_full | Clinical validation of a contactless respiration rate monitor |
title_fullStr | Clinical validation of a contactless respiration rate monitor |
title_full_unstemmed | Clinical validation of a contactless respiration rate monitor |
title_short | Clinical validation of a contactless respiration rate monitor |
title_sort | clinical validation of a contactless respiration rate monitor |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9975830/ https://www.ncbi.nlm.nih.gov/pubmed/36859403 http://dx.doi.org/10.1038/s41598-023-30171-4 |
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