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Spatial Patterns of the Indications of Acupoints Using Data Mining in Classic Medical Text: A Possible Visualization of the Meridian System
The indications of acupoints are thought to be highly associated with the lines of the meridian systems. The present study used data mining methods to analyze the characteristics of the indications of each acupoint and to visualize the relationships between the acupoints and disease sites in the cla...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4619912/ https://www.ncbi.nlm.nih.gov/pubmed/26539224 http://dx.doi.org/10.1155/2015/457071 |
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author | Jung, Won-Mo Lee, Taehyung Lee, In-Seon Kim, Sanghyun Jang, Hyunchul Kim, Song-Yi Park, Hi-Joon Chae, Younbyoung |
author_facet | Jung, Won-Mo Lee, Taehyung Lee, In-Seon Kim, Sanghyun Jang, Hyunchul Kim, Song-Yi Park, Hi-Joon Chae, Younbyoung |
author_sort | Jung, Won-Mo |
collection | PubMed |
description | The indications of acupoints are thought to be highly associated with the lines of the meridian systems. The present study used data mining methods to analyze the characteristics of the indications of each acupoint and to visualize the relationships between the acupoints and disease sites in the classic Korean medical text Chimgoogyeongheombang. Using a term frequency-inverse document frequency (tf-idf) scheme, the present study extracted valuable data regarding the indications of each acupoint according to the frequency of the cooccurrences of eight Source points and eighteen disease sites. Furthermore, the spatial patterns of the indications of each acupoint on a body map were visualized according to the tf-idf values. Each acupoint along the different meridians exhibited different constellation patterns at various disease sites. Additionally, the spatial patterns of the indications of each acupoint were highly associated with the route of the corresponding meridian. The present findings demonstrate that the indications of each acupoint were primarily associated with the corresponding meridian system. Furthermore, these findings suggest that the routes of the meridians may have clinical implications in terms of identifying the constellations of the indications of acupoints. |
format | Online Article Text |
id | pubmed-4619912 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
spelling | pubmed-46199122015-11-04 Spatial Patterns of the Indications of Acupoints Using Data Mining in Classic Medical Text: A Possible Visualization of the Meridian System Jung, Won-Mo Lee, Taehyung Lee, In-Seon Kim, Sanghyun Jang, Hyunchul Kim, Song-Yi Park, Hi-Joon Chae, Younbyoung Evid Based Complement Alternat Med Research Article The indications of acupoints are thought to be highly associated with the lines of the meridian systems. The present study used data mining methods to analyze the characteristics of the indications of each acupoint and to visualize the relationships between the acupoints and disease sites in the classic Korean medical text Chimgoogyeongheombang. Using a term frequency-inverse document frequency (tf-idf) scheme, the present study extracted valuable data regarding the indications of each acupoint according to the frequency of the cooccurrences of eight Source points and eighteen disease sites. Furthermore, the spatial patterns of the indications of each acupoint on a body map were visualized according to the tf-idf values. Each acupoint along the different meridians exhibited different constellation patterns at various disease sites. Additionally, the spatial patterns of the indications of each acupoint were highly associated with the route of the corresponding meridian. The present findings demonstrate that the indications of each acupoint were primarily associated with the corresponding meridian system. Furthermore, these findings suggest that the routes of the meridians may have clinical implications in terms of identifying the constellations of the indications of acupoints. Hindawi Publishing Corporation 2015 2015-10-11 /pmc/articles/PMC4619912/ /pubmed/26539224 http://dx.doi.org/10.1155/2015/457071 Text en Copyright © 2015 Won-Mo Jung et al. https://creativecommons.org/licenses/by/3.0/ 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 Jung, Won-Mo Lee, Taehyung Lee, In-Seon Kim, Sanghyun Jang, Hyunchul Kim, Song-Yi Park, Hi-Joon Chae, Younbyoung Spatial Patterns of the Indications of Acupoints Using Data Mining in Classic Medical Text: A Possible Visualization of the Meridian System |
title | Spatial Patterns of the Indications of Acupoints Using Data Mining in Classic Medical Text: A Possible Visualization of the Meridian System |
title_full | Spatial Patterns of the Indications of Acupoints Using Data Mining in Classic Medical Text: A Possible Visualization of the Meridian System |
title_fullStr | Spatial Patterns of the Indications of Acupoints Using Data Mining in Classic Medical Text: A Possible Visualization of the Meridian System |
title_full_unstemmed | Spatial Patterns of the Indications of Acupoints Using Data Mining in Classic Medical Text: A Possible Visualization of the Meridian System |
title_short | Spatial Patterns of the Indications of Acupoints Using Data Mining in Classic Medical Text: A Possible Visualization of the Meridian System |
title_sort | spatial patterns of the indications of acupoints using data mining in classic medical text: a possible visualization of the meridian system |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4619912/ https://www.ncbi.nlm.nih.gov/pubmed/26539224 http://dx.doi.org/10.1155/2015/457071 |
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