基于关联规则和复杂系统熵聚类的颜正华教授治疗胃脘痛用药规律研究

吴嘉瑞; 张冰; 杨冰

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基于关联规则和复杂系统熵聚类的颜正华教授治疗胃脘痛用药规律研究

更新时间：2024-01-04

- 基于关联规则和复杂系统熵聚类的颜正华教授治疗胃脘痛用药规律研究
- Analysis on Patterns of YAN Zheng-hua's Prescriptions for Treating Stomachache by Apriori and Clustering Algorithm
- 中国实验方剂学杂志 2012年18卷第20期页码：1-5
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  国家科技支撑计划(2007BAI10B01);北京市自然科学基金(7112075);北京市中医药科技发展基金(JJ-2010-70);北京中医药大学科研创新团队项目(2011-CXTD-14);北京中医药大学自主课题(JYB22-JS020)
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- 纸质出版日期：2012
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吴嘉瑞, 张冰, 杨冰. 基于关联规则和复杂系统熵聚类的颜正华教授治疗胃脘痛用药规律研究[J]. 中国实验方剂学杂志, 2012,18(20):1-5.

WU Jia-rui, ZHANG Bing, YANG Bing. Analysis on Patterns of YAN Zheng-hua's Prescriptions for Treating Stomachache by Apriori and Clustering Algorithm[J]. Chinese journal of experimental traditional medical formulae, 2012, 18(20): 1-5.
吴嘉瑞, 张冰, 杨冰. 基于关联规则和复杂系统熵聚类的颜正华教授治疗胃脘痛用药规律研究[J]. 中国实验方剂学杂志, 2012,18(20):1-5. DOI：

WU Jia-rui, ZHANG Bing, YANG Bing. Analysis on Patterns of YAN Zheng-hua's Prescriptions for Treating Stomachache by Apriori and Clustering Algorithm[J]. Chinese journal of experimental traditional medical formulae, 2012, 18(20): 1-5. DOI：

摘要

目的: 基于中医传承辅助系统软件

分析颜正华教授治疗胃脘痛的用药经验。方法: 收集颜正华教授治疗胃脘痛的病案

采用关联规则apriori算法、复杂系统熵聚类等无监督数据挖掘方法

确定处方中各种药物的使用频次及药物之间的关联规则

分析颜正华教授治疗胃脘痛的用药经验。结果: 对筛选出的150个处方进行分析

确定处方中药物的使用频次

药物之间的关联规则

挖掘出49个核心组合和29个新处方。结论: 颜正华教授治疗胃脘痛经验丰富

多用疏肝理气、和胃止痛之品。中医传承辅助系统对于挖掘名老中医临床经验具有重要实用价值。

Abstract

Objective:To analyze the composing experience of professor YAN Zheng-hua's prescriptions for treating stomachache by using traditional Chinese medicine(TCM)inheritance support system. Method: The prescriptions for stomachache composed by YAN Zheng-hua were collected

then the data were input in the TCM inheritance support system and the composing principles were analyzed by using data-mining methods

such as revised mutual information

complex system entropy clustering and unsupervised hierarchical clustering. Result: Based on the analysis of 150 prescriptions

the frequency of each herb and the association rules among the herbs were used

49 core combinations and 29 new prescriptions are mined from the database. Conclusion: Professor YAN Zheng-hua is good at soothing the liver and regulating qi to relieve stomachache. TCM inheritance support system can be used to analyze clinical experiences of senior TCM doctors.

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