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基于R语言平台的糖尿病证候分布演化规律研究

Research on Evolution Rule of Diabetes Syndromes Based on R Language Platform
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摘要 糖尿病证候分布演变规律的研究对中医治疗糖尿病的临床决策具有重要的意义。本文提出基于R语言平台,以大量临床证候数据作为研究对象,采用聚类分析数据挖掘算法,构建糖尿病证候分布模型;以年龄作为时间变量,构建糖尿病时间序列证候分布演化模型;采用时间序列相似性分析方法,将数据可视化展示,结合中医临床知识分析数据挖掘结果。本研究为糖尿病证候分布演变研究提供一种新的思路与方法,对探究糖尿病证候分布演变的本质产生积极作用,并指导临床实践。 The research on the evolution rule of diabetes syndrome is of great significance to the clinical decision making of Traditional Chinese Medicine in the treatment of diabetes. In this paper, based on R language platform, a large number of clinical syndrome data as the research object, using clustering analysis data mining algorithm to build the distribution model of diabetes syndrome;age as a time variable, to build the diabetes time series syndrome evolution model;using time series similarity analysis method, data visualization Exhibition The results of data mining aie combined with clinical knowledge of Chinese medicine. This study provides a new way of thinking and method for the study of the evolution of diabetic syndrome, which plays a positive role in exploring the essence of the evolution of diabetic syndrome and directs clinical practice.
作者 胡绿慧 赵姝婷 王晓浪 程小恩 叶桦 Hu Luhui;Zhao Shuting;Wang Xiaolang;Cheng Xiaoen;Ye Hua(Chengdu University of Traditional Chinese Medicine,Chengdu,610037,China)
出处 《成都中医药大学学报》 2019年第1期71-74,共4页 Journal of Chengdu University of Traditional Chinese Medicine
基金 成都中医药大学"杏林学者"成果转化专项(CGZH2018006)
关键词 糖尿病 证候规律 时间序列 R语言 Diabetes The time series R language
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