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Transdermal optical imaging revealed different spatiotemporal patterns of facial cardiovascular activities
Human cardiovascular activities are important indicators of a variety of physiological and psychological activities in human neuroscience research. The present proof-of-concept study aimed to reveal the spatiotemporal patterns of cardiovascular activities from the dynamic changes in hemoglobin conce...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6043515/ https://www.ncbi.nlm.nih.gov/pubmed/30002447 http://dx.doi.org/10.1038/s41598-018-28804-0 |
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author | Liu, Jiangang Luo, Hong Zheng, Paul Pu Wu, Si Jia Lee, Kang |
author_facet | Liu, Jiangang Luo, Hong Zheng, Paul Pu Wu, Si Jia Lee, Kang |
author_sort | Liu, Jiangang |
collection | PubMed |
description | Human cardiovascular activities are important indicators of a variety of physiological and psychological activities in human neuroscience research. The present proof-of-concept study aimed to reveal the spatiotemporal patterns of cardiovascular activities from the dynamic changes in hemoglobin concentrations in the face. We first recorded the dynamics of facial transdermal blood flow using a digital video camera and the Electrocardiography (ECG) signals using an ECG system simultaneously. Then we decomposed the video imaging data extracted from different sub-regions of a face into independent components using group independent component analysis (group ICA). Finally, the ICA components that included cardiovascular activities were identified by correlating their magnitude spectrum to those obtained from the ECG. We found that cardiovascular activities were associated with five independent components reflecting different spatiotemporal dynamics of facial blood flow changes. The strongest strengths of these ICA components were observed in the bilateral forehead, the left chin, and the left cheek, respectively. Our findings suggest that the cardiovascular activities presented different dynamic properties within different facial sub-regions, respectively. More broadly, the present findings point to the potential of the transdermal optical imaging technology as a new neuroscience methodology to study human physiology and psychology, noninvasively and remotely in a contactless manner. |
format | Online Article Text |
id | pubmed-6043515 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-60435152018-07-15 Transdermal optical imaging revealed different spatiotemporal patterns of facial cardiovascular activities Liu, Jiangang Luo, Hong Zheng, Paul Pu Wu, Si Jia Lee, Kang Sci Rep Article Human cardiovascular activities are important indicators of a variety of physiological and psychological activities in human neuroscience research. The present proof-of-concept study aimed to reveal the spatiotemporal patterns of cardiovascular activities from the dynamic changes in hemoglobin concentrations in the face. We first recorded the dynamics of facial transdermal blood flow using a digital video camera and the Electrocardiography (ECG) signals using an ECG system simultaneously. Then we decomposed the video imaging data extracted from different sub-regions of a face into independent components using group independent component analysis (group ICA). Finally, the ICA components that included cardiovascular activities were identified by correlating their magnitude spectrum to those obtained from the ECG. We found that cardiovascular activities were associated with five independent components reflecting different spatiotemporal dynamics of facial blood flow changes. The strongest strengths of these ICA components were observed in the bilateral forehead, the left chin, and the left cheek, respectively. Our findings suggest that the cardiovascular activities presented different dynamic properties within different facial sub-regions, respectively. More broadly, the present findings point to the potential of the transdermal optical imaging technology as a new neuroscience methodology to study human physiology and psychology, noninvasively and remotely in a contactless manner. Nature Publishing Group UK 2018-07-12 /pmc/articles/PMC6043515/ /pubmed/30002447 http://dx.doi.org/10.1038/s41598-018-28804-0 Text en © The Author(s) 2018 Open Access This 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Liu, Jiangang Luo, Hong Zheng, Paul Pu Wu, Si Jia Lee, Kang Transdermal optical imaging revealed different spatiotemporal patterns of facial cardiovascular activities |
title | Transdermal optical imaging revealed different spatiotemporal patterns of facial cardiovascular activities |
title_full | Transdermal optical imaging revealed different spatiotemporal patterns of facial cardiovascular activities |
title_fullStr | Transdermal optical imaging revealed different spatiotemporal patterns of facial cardiovascular activities |
title_full_unstemmed | Transdermal optical imaging revealed different spatiotemporal patterns of facial cardiovascular activities |
title_short | Transdermal optical imaging revealed different spatiotemporal patterns of facial cardiovascular activities |
title_sort | transdermal optical imaging revealed different spatiotemporal patterns of facial cardiovascular activities |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6043515/ https://www.ncbi.nlm.nih.gov/pubmed/30002447 http://dx.doi.org/10.1038/s41598-018-28804-0 |
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