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数据挖掘在中医治疗糖尿病中的应用

Application of Data Mining in Treatment of Diabetes with Traditional Chinese Medicine
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摘要 目的为研究数据挖掘技术在中医治疗糖尿病中的应用提供参考。方法在中国知网、万方数据库、维普网等数据库中以“数据挖掘”“中医”“中药”“消渴”“糖尿病”和“data mining”“diabetes mellitus”等为关键词进行查询,对建库起至今符合检索要求的文献组建文献库。结果共检索到相关有效文献385篇,主要介绍了数据挖掘在中医治疗糖尿病中常用的软件、分析方法以及应用的子领域。结论数据挖掘技术已被广泛运用于中医药治疗糖尿病的研究,为中医药治疗糖尿病提供了新的思路和方法。 Objective To provide a reference for studying the application of data mining technology in the treatment of diabetes mellitus in traditional Chinese medicine.Methods The databases such as CNKI,Wanfang Database and China Science and Technology Journal Database were searched with keywords such as“data mining”,“traditional Chinese medicine”,“Chinese medicine”,“diabetes”,“diabetes mellitus”,“data mining”and“diabetes mellitus”,and it built a database of literature groups that met the retrieval requirements since the database was established.Results A total of 385 relevant effective literatures were retrieved,mainly introducing the software,analysis methods and sub fields of data mining in the treatment of diabetes mellitus in traditional Chinese medicine.Conclusion Data mining technology has been widely used in the study of diabetes mellitus treated by traditional Chinese medicine,providing new ideas and methods for the study of diabetes mellitus treated by traditional Chinese medicine.
作者 章新友 杨玉杰 周小玲 陈晴晴 郭永坤 唐琍萍 ZHANG Xinyou;YANG Yujie;ZHOU Xiaoling;CHEN Qingqing;GUO Yongkun;TANG Liping(College of Computer Science,Jiangxi University of Chinese Medicine,Nanchang 330004,Jiangxi,China;College of Pharmacy,Jiangxi University of Chinese Medicine,Nanchang 330004,Jiangxi,China;Affiliated Hospital of Jiangxi University of Chinese Medicine,Nanchang 330006,Jiangxi,China)
出处 《中华中医药学刊》 CAS 北大核心 2024年第10期1-5,I0001,共6页 Chinese Archives of Traditional Chinese Medicine
基金 国家自然科学基金项目(82360992) 江西省中医药管理局癌病方证信息数据挖掘重点研究室项目(ZDYJS202202) 江西省中医药管理局科技计划重点项目(2022Z007) 江西中医药大学校级科技创新团队发展计划项目(CXTD22015)。
关键词 数据挖掘 中医药 糖尿病 消渴 data mining traditional Chinese medicine diabetes mellitus diabetes
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