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Study on Potential of Meridian Acupoints of Traditional Chinese Medicine

In recent years, Traditional Chinese Medicine (TCM) has attracted more and more attention due to its good therapeutic effect, low cost, and convenience. This research is also a part of the goal of the modernization of TCM. Based on the meridian electric potential acquisition system independently dev...

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Detalles Bibliográficos
Autores principales: Li, Qiuping, Zhao, Tianxia, Wang, Xin'an, Qiu, Changpei, Zhou, Bing, Wang, Hu, Wang, Bo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7952162/
https://www.ncbi.nlm.nih.gov/pubmed/33763191
http://dx.doi.org/10.1155/2021/5599272
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author Li, Qiuping
Zhao, Tianxia
Wang, Xin'an
Qiu, Changpei
Zhou, Bing
Wang, Hu
Wang, Bo
author_facet Li, Qiuping
Zhao, Tianxia
Wang, Xin'an
Qiu, Changpei
Zhou, Bing
Wang, Hu
Wang, Bo
author_sort Li, Qiuping
collection PubMed
description In recent years, Traditional Chinese Medicine (TCM) has attracted more and more attention due to its good therapeutic effect, low cost, and convenience. This research is also a part of the goal of the modernization of TCM. Based on the meridian electric potential acquisition system independently developed by our project team, in this paper, we designed the human body's meridian electric potential acquisition scheme. We use principal component analysis (PCA) to prove that the meridional potential signal is derived from the ECG signal. Then, Inception ResNet V2 was used to classify acupoints and nonacupoints. Finally, the classification accuracy rate reached 86.59045265, and the F1 score = 0.72161642. This shows that acupoints and nonacupoints can be distinguished by their surface potential.
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spelling pubmed-79521622021-03-23 Study on Potential of Meridian Acupoints of Traditional Chinese Medicine Li, Qiuping Zhao, Tianxia Wang, Xin'an Qiu, Changpei Zhou, Bing Wang, Hu Wang, Bo J Healthc Eng Research Article In recent years, Traditional Chinese Medicine (TCM) has attracted more and more attention due to its good therapeutic effect, low cost, and convenience. This research is also a part of the goal of the modernization of TCM. Based on the meridian electric potential acquisition system independently developed by our project team, in this paper, we designed the human body's meridian electric potential acquisition scheme. We use principal component analysis (PCA) to prove that the meridional potential signal is derived from the ECG signal. Then, Inception ResNet V2 was used to classify acupoints and nonacupoints. Finally, the classification accuracy rate reached 86.59045265, and the F1 score = 0.72161642. This shows that acupoints and nonacupoints can be distinguished by their surface potential. Hindawi 2021-03-03 /pmc/articles/PMC7952162/ /pubmed/33763191 http://dx.doi.org/10.1155/2021/5599272 Text en Copyright © 2021 Qiuping Li et al. https://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Li, Qiuping
Zhao, Tianxia
Wang, Xin'an
Qiu, Changpei
Zhou, Bing
Wang, Hu
Wang, Bo
Study on Potential of Meridian Acupoints of Traditional Chinese Medicine
title Study on Potential of Meridian Acupoints of Traditional Chinese Medicine
title_full Study on Potential of Meridian Acupoints of Traditional Chinese Medicine
title_fullStr Study on Potential of Meridian Acupoints of Traditional Chinese Medicine
title_full_unstemmed Study on Potential of Meridian Acupoints of Traditional Chinese Medicine
title_short Study on Potential of Meridian Acupoints of Traditional Chinese Medicine
title_sort study on potential of meridian acupoints of traditional chinese medicine
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7952162/
https://www.ncbi.nlm.nih.gov/pubmed/33763191
http://dx.doi.org/10.1155/2021/5599272
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