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New principle for measuring arterial blood oxygenation, enabling motion-robust remote monitoring
Finger-oximeters are ubiquitously used for patient monitoring in hospitals worldwide. Recently, remote measurement of arterial blood oxygenation (SpO(2)) with a camera has been demonstrated. Both contact and remote measurements, however, require the subject to remain static for accurate SpO(2) value...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5141507/ https://www.ncbi.nlm.nih.gov/pubmed/27924930 http://dx.doi.org/10.1038/srep38609 |
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author | van Gastel, Mark Stuijk, Sander de Haan, Gerard |
author_facet | van Gastel, Mark Stuijk, Sander de Haan, Gerard |
author_sort | van Gastel, Mark |
collection | PubMed |
description | Finger-oximeters are ubiquitously used for patient monitoring in hospitals worldwide. Recently, remote measurement of arterial blood oxygenation (SpO(2)) with a camera has been demonstrated. Both contact and remote measurements, however, require the subject to remain static for accurate SpO(2) values. This is due to the use of the common ratio-of-ratios measurement principle that measures the relative pulsatility at different wavelengths. Since the amplitudes are small, they are easily corrupted by motion-induced variations. We introduce a new principle that allows accurate remote measurements even during significant subject motion. We demonstrate the main advantage of the principle, i.e. that the optimal signature remains the same even when the SNR of the PPG signal drops significantly due to motion or limited measurement area. The evaluation uses recordings with breath-holding events, which induce hypoxemia in healthy moving subjects. The events lead to clinically relevant SpO(2) levels in the range 80–100%. The new principle is shown to greatly outperform current remote ratio-of-ratios based methods. The mean-absolute SpO(2)-error (MAE) is about 2 percentage-points during head movements, where the benchmark method shows a MAE of 24 percentage-points. Consequently, we claim ours to be the first method to reliably measure SpO(2) remotely during significant subject motion. |
format | Online Article Text |
id | pubmed-5141507 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-51415072016-12-16 New principle for measuring arterial blood oxygenation, enabling motion-robust remote monitoring van Gastel, Mark Stuijk, Sander de Haan, Gerard Sci Rep Article Finger-oximeters are ubiquitously used for patient monitoring in hospitals worldwide. Recently, remote measurement of arterial blood oxygenation (SpO(2)) with a camera has been demonstrated. Both contact and remote measurements, however, require the subject to remain static for accurate SpO(2) values. This is due to the use of the common ratio-of-ratios measurement principle that measures the relative pulsatility at different wavelengths. Since the amplitudes are small, they are easily corrupted by motion-induced variations. We introduce a new principle that allows accurate remote measurements even during significant subject motion. We demonstrate the main advantage of the principle, i.e. that the optimal signature remains the same even when the SNR of the PPG signal drops significantly due to motion or limited measurement area. The evaluation uses recordings with breath-holding events, which induce hypoxemia in healthy moving subjects. The events lead to clinically relevant SpO(2) levels in the range 80–100%. The new principle is shown to greatly outperform current remote ratio-of-ratios based methods. The mean-absolute SpO(2)-error (MAE) is about 2 percentage-points during head movements, where the benchmark method shows a MAE of 24 percentage-points. Consequently, we claim ours to be the first method to reliably measure SpO(2) remotely during significant subject motion. Nature Publishing Group 2016-12-07 /pmc/articles/PMC5141507/ /pubmed/27924930 http://dx.doi.org/10.1038/srep38609 Text en Copyright © 2016, The Author(s) http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ |
spellingShingle | Article van Gastel, Mark Stuijk, Sander de Haan, Gerard New principle for measuring arterial blood oxygenation, enabling motion-robust remote monitoring |
title | New principle for measuring arterial blood oxygenation, enabling motion-robust remote monitoring |
title_full | New principle for measuring arterial blood oxygenation, enabling motion-robust remote monitoring |
title_fullStr | New principle for measuring arterial blood oxygenation, enabling motion-robust remote monitoring |
title_full_unstemmed | New principle for measuring arterial blood oxygenation, enabling motion-robust remote monitoring |
title_short | New principle for measuring arterial blood oxygenation, enabling motion-robust remote monitoring |
title_sort | new principle for measuring arterial blood oxygenation, enabling motion-robust remote monitoring |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5141507/ https://www.ncbi.nlm.nih.gov/pubmed/27924930 http://dx.doi.org/10.1038/srep38609 |
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