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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...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2021
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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. |
format | Online Article Text |
id | pubmed-7952162 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
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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