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Design Implementation and Evaluation of a Mobile Continuous Blood Oxygen Saturation Monitoring System
Objective: In this study, we built a mobile continuous Blood Oxygen Saturation (SpO2) monitor, and for the first time, explored key design principles towards daily applications. Methods: We firstly built a customized wearable computer that can sense two-channel photoplethysmogram (PPG) signals, and...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7698638/ https://www.ncbi.nlm.nih.gov/pubmed/33217945 http://dx.doi.org/10.3390/s20226581 |
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author | Zhang, Qingxue Arney, David Goldman, Julian M. Isselbacher, Eric M. Armoundas, Antonis A. |
author_facet | Zhang, Qingxue Arney, David Goldman, Julian M. Isselbacher, Eric M. Armoundas, Antonis A. |
author_sort | Zhang, Qingxue |
collection | PubMed |
description | Objective: In this study, we built a mobile continuous Blood Oxygen Saturation (SpO2) monitor, and for the first time, explored key design principles towards daily applications. Methods: We firstly built a customized wearable computer that can sense two-channel photoplethysmogram (PPG) signals, and transmit the signals wirelessly to smartphone. Afterwards, we explored many SpO2 model building principles, focusing on linear/nonlinear models, different PPG parameter calculation methods, and different finger types. Moreover, we further compared PPG sensor placement principles by comparing different hand configurations and different finger configurations. Finally, a dataset collected from eleven human subjects was used to evaluate the mobile health monitor and explore all of the above design principles. Results: The experimental results show that the root mean square error of the SpO2 estimation is only 1.8, indicating the effectiveness of the system. Conclusion: These results indicate the effectiveness of the customized mobile SpO2 monitor and the selected design principles. Significance: This research is expected to facilitate the continuous SpO2 monitoring of patients with clinical indications. |
format | Online Article Text |
id | pubmed-7698638 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-76986382020-11-29 Design Implementation and Evaluation of a Mobile Continuous Blood Oxygen Saturation Monitoring System Zhang, Qingxue Arney, David Goldman, Julian M. Isselbacher, Eric M. Armoundas, Antonis A. Sensors (Basel) Letter Objective: In this study, we built a mobile continuous Blood Oxygen Saturation (SpO2) monitor, and for the first time, explored key design principles towards daily applications. Methods: We firstly built a customized wearable computer that can sense two-channel photoplethysmogram (PPG) signals, and transmit the signals wirelessly to smartphone. Afterwards, we explored many SpO2 model building principles, focusing on linear/nonlinear models, different PPG parameter calculation methods, and different finger types. Moreover, we further compared PPG sensor placement principles by comparing different hand configurations and different finger configurations. Finally, a dataset collected from eleven human subjects was used to evaluate the mobile health monitor and explore all of the above design principles. Results: The experimental results show that the root mean square error of the SpO2 estimation is only 1.8, indicating the effectiveness of the system. Conclusion: These results indicate the effectiveness of the customized mobile SpO2 monitor and the selected design principles. Significance: This research is expected to facilitate the continuous SpO2 monitoring of patients with clinical indications. MDPI 2020-11-18 /pmc/articles/PMC7698638/ /pubmed/33217945 http://dx.doi.org/10.3390/s20226581 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Letter Zhang, Qingxue Arney, David Goldman, Julian M. Isselbacher, Eric M. Armoundas, Antonis A. Design Implementation and Evaluation of a Mobile Continuous Blood Oxygen Saturation Monitoring System |
title | Design Implementation and Evaluation of a Mobile Continuous Blood Oxygen Saturation Monitoring System |
title_full | Design Implementation and Evaluation of a Mobile Continuous Blood Oxygen Saturation Monitoring System |
title_fullStr | Design Implementation and Evaluation of a Mobile Continuous Blood Oxygen Saturation Monitoring System |
title_full_unstemmed | Design Implementation and Evaluation of a Mobile Continuous Blood Oxygen Saturation Monitoring System |
title_short | Design Implementation and Evaluation of a Mobile Continuous Blood Oxygen Saturation Monitoring System |
title_sort | design implementation and evaluation of a mobile continuous blood oxygen saturation monitoring system |
topic | Letter |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7698638/ https://www.ncbi.nlm.nih.gov/pubmed/33217945 http://dx.doi.org/10.3390/s20226581 |
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