Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Zhao, Fang, Li, Meng, Qian, Yi, Tsien, Joe Z.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2013
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
_version_ 1782286894315339776
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
work_keys_str_mv AT zhaofang remotemeasurementsofheartandrespirationratesfortelemedicine
AT limeng remotemeasurementsofheartandrespirationratesfortelemedicine
AT qianyi remotemeasurementsofheartandrespirationratesfortelemedicine
AT tsienjoez remotemeasurementsofheartandrespirationratesfortelemedicine