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Method of respiratory rate measurement using a unique wearable platform and an adaptive optical-based approach
BACKGROUND: An efficient and accurate method of respiratory rate measurement is still missing in hospital general wards and triage. The goal of this study is to propose a method of respiratory rate measurement that has a potential to be used in general wards, triage, and different hospital settings...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7246231/ https://www.ncbi.nlm.nih.gov/pubmed/32449051 http://dx.doi.org/10.1186/s40635-020-00302-6 |
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author | Singh, Gurpreet Tee, Augustine Trakoolwilaiwan, Thanawin Taha, Aza Olivo, Malini |
author_facet | Singh, Gurpreet Tee, Augustine Trakoolwilaiwan, Thanawin Taha, Aza Olivo, Malini |
author_sort | Singh, Gurpreet |
collection | PubMed |
description | BACKGROUND: An efficient and accurate method of respiratory rate measurement is still missing in hospital general wards and triage. The goal of this study is to propose a method of respiratory rate measurement that has a potential to be used in general wards, triage, and different hospital settings with comparable performance. We propose a method of respiratory rate measurement that combines a unique wearable platform with an adaptive and optical approach. The optical approach is based on a direct-contact optical diffuse reflectance phenomenon. An adaptive algorithm is developed that computes the first respiratory rate and uses it to select a band. The band then chooses a set of unique optimized parameters in the algorithm to calculate and improve the respiratory rate. We developed a study to compare the proposed method against reference manual counts from 82 patients diagnosed with respiratory diseases. RESULTS: We found good agreement between the proposed method of respiratory rate measurement and reference manual counts. The performance of the proposed method highlighted deviations with a 95% confidence interval (C.I.) of − 3.34 and 3.67 breaths per minute (bpm) and a mean bias and standard deviation (STD) of 0.05 bpm and 2.56 bpm, respectively. CONCLUSIONS: The performance of the proposed method of respiratory rate measurement is comparable with current manual counting and other respiratory rate devices reported. The method has additional advantages that include ease-of-use, quick setup time, and being mobile for wider clinical use. The proposed method has the potential as a tool to measure respiratory rates in a number of use cases. |
format | Online Article Text |
id | pubmed-7246231 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-72462312020-06-03 Method of respiratory rate measurement using a unique wearable platform and an adaptive optical-based approach Singh, Gurpreet Tee, Augustine Trakoolwilaiwan, Thanawin Taha, Aza Olivo, Malini Intensive Care Med Exp Research BACKGROUND: An efficient and accurate method of respiratory rate measurement is still missing in hospital general wards and triage. The goal of this study is to propose a method of respiratory rate measurement that has a potential to be used in general wards, triage, and different hospital settings with comparable performance. We propose a method of respiratory rate measurement that combines a unique wearable platform with an adaptive and optical approach. The optical approach is based on a direct-contact optical diffuse reflectance phenomenon. An adaptive algorithm is developed that computes the first respiratory rate and uses it to select a band. The band then chooses a set of unique optimized parameters in the algorithm to calculate and improve the respiratory rate. We developed a study to compare the proposed method against reference manual counts from 82 patients diagnosed with respiratory diseases. RESULTS: We found good agreement between the proposed method of respiratory rate measurement and reference manual counts. The performance of the proposed method highlighted deviations with a 95% confidence interval (C.I.) of − 3.34 and 3.67 breaths per minute (bpm) and a mean bias and standard deviation (STD) of 0.05 bpm and 2.56 bpm, respectively. CONCLUSIONS: The performance of the proposed method of respiratory rate measurement is comparable with current manual counting and other respiratory rate devices reported. The method has additional advantages that include ease-of-use, quick setup time, and being mobile for wider clinical use. The proposed method has the potential as a tool to measure respiratory rates in a number of use cases. Springer International Publishing 2020-05-24 /pmc/articles/PMC7246231/ /pubmed/32449051 http://dx.doi.org/10.1186/s40635-020-00302-6 Text en © The Author(s) 2020 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/. |
spellingShingle | Research Singh, Gurpreet Tee, Augustine Trakoolwilaiwan, Thanawin Taha, Aza Olivo, Malini Method of respiratory rate measurement using a unique wearable platform and an adaptive optical-based approach |
title | Method of respiratory rate measurement using a unique wearable platform and an adaptive optical-based approach |
title_full | Method of respiratory rate measurement using a unique wearable platform and an adaptive optical-based approach |
title_fullStr | Method of respiratory rate measurement using a unique wearable platform and an adaptive optical-based approach |
title_full_unstemmed | Method of respiratory rate measurement using a unique wearable platform and an adaptive optical-based approach |
title_short | Method of respiratory rate measurement using a unique wearable platform and an adaptive optical-based approach |
title_sort | method of respiratory rate measurement using a unique wearable platform and an adaptive optical-based approach |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7246231/ https://www.ncbi.nlm.nih.gov/pubmed/32449051 http://dx.doi.org/10.1186/s40635-020-00302-6 |
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