Research on characteristic manifestations of Xiaochaihu decoction based on association rules mining

Objective: The aim of this study is to explore the characteristic manifestations and contraindications of Xiaochaihu decoction (XD [It also stands for all the seven herbs in XD]) syndrome and to clarify the principle of using XD. Methods: By searching on the Encyclopedia of Traditional Chinese Medic...

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Main Authors: Li-Ying Zhu, Chun-Hua Jia, Eunhee Park
Format: Article
Language:English
Published: Wolters Kluwer Medknow Publications 2019-01-01
Series:World Journal of Traditional Chinese Medicine
Subjects:
Online Access:http://www.wjtcm.net/article.asp?issn=2311-8571;year=2019;volume=5;issue=1;spage=9;epage=17;aulast=Zhu
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spelling doaj-62dcaa84260946899e2e0d35038fbaa02020-11-25T02:50:44ZengWolters Kluwer Medknow PublicationsWorld Journal of Traditional Chinese Medicine2311-85712589-28942019-01-015191710.4103/wjtcm.wjtcm_9_19Research on characteristic manifestations of Xiaochaihu decoction based on association rules miningLi-Ying ZhuChun-Hua JiaEunhee ParkObjective: The aim of this study is to explore the characteristic manifestations and contraindications of Xiaochaihu decoction (XD [It also stands for all the seven herbs in XD]) syndrome and to clarify the principle of using XD. Methods: By searching on the Encyclopedia of Traditional Chinese Medicine, 254 cases whose symptoms were relieved by XD and 48 cases who misused XD in ancient time were selected. Moreover, they are divided into two groups. Microsoft Excel 2016 was used as a storage tool. These two groups of cases were all treated with XD because of their similar manifestations, but therapeutic efficacies are reverse. The manifestations mislead doctors should be selected out to clarify the indications of using XD. Thus, the professional data mining software RapidMiner was used as a platform to do the frequent statistic and to create association rules between manifestations and herbs of both groups, respectively. After comparing the results of two groups, we can make a conclusion. Results: The characteristics of XD syndrome are alternative chills and fever, hypochondriac pain, and inflammatory swelling and pain (ear or breast). When any of these manifestations occur, XD can be used. Wiry pulse paired with alternative chills and fever, headache, thirst, or hypochondriac pain is also regarded as the indications of using XD. XD should not treat for fever paired with other manifestations, such as headache, delirium, or aversion to cold. In addition, the manifestations with high concurrence frequency do not mean the high correlation. Moreover, only according to the frequency, statistics cannot make correct conclusions. Conclusions: (1) XD is more fit for the excess syndrome such as excess fire in the liver or gallbladder meridians. (2) The medical records in which the XD is misused are also worth analyzing. (3) Association rules cannot be substituted with frequency statistics.http://www.wjtcm.net/article.asp?issn=2311-8571;year=2019;volume=5;issue=1;spage=9;epage=17;aulast=ZhuAssociation rules miningcharacteristic manifestationXiaochaihu decoction
collection DOAJ
language English
format Article
sources DOAJ
author Li-Ying Zhu
Chun-Hua Jia
Eunhee Park
spellingShingle Li-Ying Zhu
Chun-Hua Jia
Eunhee Park
Research on characteristic manifestations of Xiaochaihu decoction based on association rules mining
World Journal of Traditional Chinese Medicine
Association rules mining
characteristic manifestation
Xiaochaihu decoction
author_facet Li-Ying Zhu
Chun-Hua Jia
Eunhee Park
author_sort Li-Ying Zhu
title Research on characteristic manifestations of Xiaochaihu decoction based on association rules mining
title_short Research on characteristic manifestations of Xiaochaihu decoction based on association rules mining
title_full Research on characteristic manifestations of Xiaochaihu decoction based on association rules mining
title_fullStr Research on characteristic manifestations of Xiaochaihu decoction based on association rules mining
title_full_unstemmed Research on characteristic manifestations of Xiaochaihu decoction based on association rules mining
title_sort research on characteristic manifestations of xiaochaihu decoction based on association rules mining
publisher Wolters Kluwer Medknow Publications
series World Journal of Traditional Chinese Medicine
issn 2311-8571
2589-2894
publishDate 2019-01-01
description Objective: The aim of this study is to explore the characteristic manifestations and contraindications of Xiaochaihu decoction (XD [It also stands for all the seven herbs in XD]) syndrome and to clarify the principle of using XD. Methods: By searching on the Encyclopedia of Traditional Chinese Medicine, 254 cases whose symptoms were relieved by XD and 48 cases who misused XD in ancient time were selected. Moreover, they are divided into two groups. Microsoft Excel 2016 was used as a storage tool. These two groups of cases were all treated with XD because of their similar manifestations, but therapeutic efficacies are reverse. The manifestations mislead doctors should be selected out to clarify the indications of using XD. Thus, the professional data mining software RapidMiner was used as a platform to do the frequent statistic and to create association rules between manifestations and herbs of both groups, respectively. After comparing the results of two groups, we can make a conclusion. Results: The characteristics of XD syndrome are alternative chills and fever, hypochondriac pain, and inflammatory swelling and pain (ear or breast). When any of these manifestations occur, XD can be used. Wiry pulse paired with alternative chills and fever, headache, thirst, or hypochondriac pain is also regarded as the indications of using XD. XD should not treat for fever paired with other manifestations, such as headache, delirium, or aversion to cold. In addition, the manifestations with high concurrence frequency do not mean the high correlation. Moreover, only according to the frequency, statistics cannot make correct conclusions. Conclusions: (1) XD is more fit for the excess syndrome such as excess fire in the liver or gallbladder meridians. (2) The medical records in which the XD is misused are also worth analyzing. (3) Association rules cannot be substituted with frequency statistics.
topic Association rules mining
characteristic manifestation
Xiaochaihu decoction
url http://www.wjtcm.net/article.asp?issn=2311-8571;year=2019;volume=5;issue=1;spage=9;epage=17;aulast=Zhu
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