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Remote Measurements of Heart and Respiration Rates for Telemedicine
Non-contact and low-cost measurements of heart and respiration rates are highly desirable for telemedicine. Here, we describe a novel technique to extract blood volume pulse and respiratory wave from a single channel images captured by a video camera for both day and night conditions. The principle...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3792902/ https://www.ncbi.nlm.nih.gov/pubmed/24115996 http://dx.doi.org/10.1371/journal.pone.0071384 |
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author | Zhao, Fang Li, Meng Qian, Yi Tsien, Joe Z. |
author_facet | Zhao, Fang Li, Meng Qian, Yi Tsien, Joe Z. |
author_sort | Zhao, Fang |
collection | PubMed |
description | Non-contact and low-cost measurements of heart and respiration rates are highly desirable for telemedicine. Here, we describe a novel technique to extract blood volume pulse and respiratory wave from a single channel images captured by a video camera for both day and night conditions. The principle of our technique is to uncover the temporal dynamics of heart beat and breathing rate through delay-coordinate transformation and independent component analysis-based deconstruction of the single channel images. Our method further achieves robust elimination of false positives via applying ratio-variation probability distributions filtering approaches. Moreover, it enables a much needed low-cost means for preventing sudden infant death syndrome in new born infants and detecting stroke and heart attack in elderly population in home environments. This noncontact-based method can also be applied to a variety of animal model organisms for biomedical research. |
format | Online Article Text |
id | pubmed-3792902 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-37929022013-10-10 Remote Measurements of Heart and Respiration Rates for Telemedicine Zhao, Fang Li, Meng Qian, Yi Tsien, Joe Z. PLoS One Research Article Non-contact and low-cost measurements of heart and respiration rates are highly desirable for telemedicine. Here, we describe a novel technique to extract blood volume pulse and respiratory wave from a single channel images captured by a video camera for both day and night conditions. The principle of our technique is to uncover the temporal dynamics of heart beat and breathing rate through delay-coordinate transformation and independent component analysis-based deconstruction of the single channel images. Our method further achieves robust elimination of false positives via applying ratio-variation probability distributions filtering approaches. Moreover, it enables a much needed low-cost means for preventing sudden infant death syndrome in new born infants and detecting stroke and heart attack in elderly population in home environments. This noncontact-based method can also be applied to a variety of animal model organisms for biomedical research. Public Library of Science 2013-10-08 /pmc/articles/PMC3792902/ /pubmed/24115996 http://dx.doi.org/10.1371/journal.pone.0071384 Text en © 2013 Zhao et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Zhao, Fang Li, Meng Qian, Yi Tsien, Joe Z. Remote Measurements of Heart and Respiration Rates for Telemedicine |
title | Remote Measurements of Heart and Respiration Rates for Telemedicine |
title_full | Remote Measurements of Heart and Respiration Rates for Telemedicine |
title_fullStr | Remote Measurements of Heart and Respiration Rates for Telemedicine |
title_full_unstemmed | Remote Measurements of Heart and Respiration Rates for Telemedicine |
title_short | Remote Measurements of Heart and Respiration Rates for Telemedicine |
title_sort | remote measurements of heart and respiration rates for telemedicine |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3792902/ https://www.ncbi.nlm.nih.gov/pubmed/24115996 http://dx.doi.org/10.1371/journal.pone.0071384 |
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