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Accuracy of heart rate variability estimated with reflective wrist-PPG in elderly vascular patients
Optical heart rate monitoring (OHR) with reflective wrist photoplethysmography is a technique mainly used in the wellness application domain for monitoring heart rate levels during exercise. In the absence of motion, OHR technique is also able to estimate individual beat-to-beat intervals relatively...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8047026/ https://www.ncbi.nlm.nih.gov/pubmed/33854090 http://dx.doi.org/10.1038/s41598-021-87489-0 |
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author | Hoog Antink, Christoph Mai, Yen Peltokangas, Mikko Leonhardt, Steffen Oksala, Niku Vehkaoja, Antti |
author_facet | Hoog Antink, Christoph Mai, Yen Peltokangas, Mikko Leonhardt, Steffen Oksala, Niku Vehkaoja, Antti |
author_sort | Hoog Antink, Christoph |
collection | PubMed |
description | Optical heart rate monitoring (OHR) with reflective wrist photoplethysmography is a technique mainly used in the wellness application domain for monitoring heart rate levels during exercise. In the absence of motion, OHR technique is also able to estimate individual beat-to-beat intervals relatively well and can therefore also be used, for example, in monitoring of cardiac arrhythmias, stress, or sleep quality through heart rate variability (HRV) analysis. HRV analysis has also potential in monitoring the recovery of patients, e.g. after a medical intervention. However, in order to detect subtle changes, the calculated HRV parameters should be sufficiently accurate and very few studies exist that asses the accuracy of OHR derived HRV in non-healthy subjects. In this paper, we present a method to estimate beat-to-beat-intervals (BBIs) from reflective wrist PPG signal and evaluated the accuracy of the proposed method in estimating BBIs in a cross-sectional study with 29 hospitalized patients (mean age 70.6 years) in 24-h recordings performed after peripheral vascular surgery or endovascular interventions. Finally, we evaluate the accuracy of more than 30 commonly used HRV parameters and find that the accuracy of certain metrics, for example SDNN and triangular index, shown in the literature to be associated with the deterioration of the status of the patients during recovery from surgical intervention, could be adequate for patient monitoring. On the other hand, the parameters more affected by the high-frequency content of the HRV and especially the LF/HF-ratio should be used with caution. |
format | Online Article Text |
id | pubmed-8047026 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-80470262021-04-15 Accuracy of heart rate variability estimated with reflective wrist-PPG in elderly vascular patients Hoog Antink, Christoph Mai, Yen Peltokangas, Mikko Leonhardt, Steffen Oksala, Niku Vehkaoja, Antti Sci Rep Article Optical heart rate monitoring (OHR) with reflective wrist photoplethysmography is a technique mainly used in the wellness application domain for monitoring heart rate levels during exercise. In the absence of motion, OHR technique is also able to estimate individual beat-to-beat intervals relatively well and can therefore also be used, for example, in monitoring of cardiac arrhythmias, stress, or sleep quality through heart rate variability (HRV) analysis. HRV analysis has also potential in monitoring the recovery of patients, e.g. after a medical intervention. However, in order to detect subtle changes, the calculated HRV parameters should be sufficiently accurate and very few studies exist that asses the accuracy of OHR derived HRV in non-healthy subjects. In this paper, we present a method to estimate beat-to-beat-intervals (BBIs) from reflective wrist PPG signal and evaluated the accuracy of the proposed method in estimating BBIs in a cross-sectional study with 29 hospitalized patients (mean age 70.6 years) in 24-h recordings performed after peripheral vascular surgery or endovascular interventions. Finally, we evaluate the accuracy of more than 30 commonly used HRV parameters and find that the accuracy of certain metrics, for example SDNN and triangular index, shown in the literature to be associated with the deterioration of the status of the patients during recovery from surgical intervention, could be adequate for patient monitoring. On the other hand, the parameters more affected by the high-frequency content of the HRV and especially the LF/HF-ratio should be used with caution. Nature Publishing Group UK 2021-04-14 /pmc/articles/PMC8047026/ /pubmed/33854090 http://dx.doi.org/10.1038/s41598-021-87489-0 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 Hoog Antink, Christoph Mai, Yen Peltokangas, Mikko Leonhardt, Steffen Oksala, Niku Vehkaoja, Antti Accuracy of heart rate variability estimated with reflective wrist-PPG in elderly vascular patients |
title | Accuracy of heart rate variability estimated with reflective wrist-PPG in elderly vascular patients |
title_full | Accuracy of heart rate variability estimated with reflective wrist-PPG in elderly vascular patients |
title_fullStr | Accuracy of heart rate variability estimated with reflective wrist-PPG in elderly vascular patients |
title_full_unstemmed | Accuracy of heart rate variability estimated with reflective wrist-PPG in elderly vascular patients |
title_short | Accuracy of heart rate variability estimated with reflective wrist-PPG in elderly vascular patients |
title_sort | accuracy of heart rate variability estimated with reflective wrist-ppg in elderly vascular patients |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8047026/ https://www.ncbi.nlm.nih.gov/pubmed/33854090 http://dx.doi.org/10.1038/s41598-021-87489-0 |
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