[1]杨扬,孙文豪,陈天源,等.基于数据挖掘的心力衰竭临床医案集外关联解析[J].西部中医药,2024,37(06):74-78.[doi:10.12174/j.issn.2096-9600.2024.06.18]
　YANG Yang,SUN Wenhao,CHEN Tianyuan,et al.Out-of-set Correlation Analysis of Clinical Cases of Heart Failure based on Data Mining[J].Western Journal of Traditional Chinese Medicine,2024,37(06):74-78.[doi:10.12174/j.issn.2096-9600.2024.06.18]
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基于数据挖掘的心力衰竭临床医案集外关联解析
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《西部中医药》[ISSN:2096-9600/CN:62-1204/R]

卷:
37
期数:
2024年06期
页码:
74-78
栏目:
二次研究
出版日期:
2024-06-15

文章信息/Info

Title:
Out-of-set Correlation Analysis of Clinical Cases of Heart Failure based on Data Mining
作者:
杨扬1, 孙文豪1, 陈天源1, 朱垚1, 陆明1,2, 蒋文波3
1.南京中医药大学，江苏 南京 210046
2.南京医中数据挖掘中心，江苏 南京 210029
3.南京中医药大学附属宿迁市中医院，江苏 宿迁 223800
Author(s):
YANG Yang1, SUN Wenhao1, CHEN Tianyuan1, ZHU Yao1, LU Ming1,2, JIANG Wenbo3
1.Nanjing University of Chinese Medicine, Nanjing 210046, China
2.Data Mining Centre of Nanjing Medical Center, Nanjing 210029, China
3.Suqian Hospital of TCM Affiliated to Nanjing University of Chinese Medicine, Suqian 223800, China
关键词:
心力衰竭; 临床医案; 数据挖掘; 集外关联; 中医
Keywords:
heart failure; clinical medical cases; data mining; extra-set correlation; traditional Chinese medicine
分类号:
R541.6
DOI:
10.12174/j.issn.2096-9600.2024.06.18
文献标志码:
A
摘要:
目的通过数据挖掘对中医治疗心力衰竭医案进行集外关联解析，对心力衰竭的症状、病机与药物之间的核心关联规则进行挖掘，从中分析中医辨证治疗心力衰竭的经验。 方法在中国知识资源总库、维普中文科技期刊全文数据库、万方数据学术论文总库中，检索中医治疗心力衰竭医案类论文，采用Medcase Ver 5.2诊籍数据处理平台，基于频繁模式增长加强关联分析算法，对心力衰竭临床医案进行集外关联解析。 结果共纳入医案406则，患者40
Abstract:
ObjectiveTo conduct out-of-set correlation analysis of TCM therapy for clinical cases of heart failure via data mining, and to unearth the core association rules between heart failure symptoms, pathogenesis and drugs, and to analyze the experience of Chinese medicine in differentiating and treating heart failure. MethodsThe papers of TCM treatment of heart failure were searched in CNKI, VIP and Wanfang Data, Medcase Ver 5.2 diagnostic data processing platform was applied, based on the frequent pattern growth to streng-then the association analysis algorithm, to analyze the out-of-set association analysis of clinical cases of heart failure. ResultsA total of 406 medical cases were included, with 406 patients and 971 consultations, involving 56 pathogenesis, 123 symptoms and 348 drugs. Via out-of-set association mining, 31 out-of-set association rules between clinical symptoms and drugs, 30 out-of-set association rules between pathogenesis and drugs, and 31 out-of-set association rules between clinical symptoms and pathogenesis were generated. ConclusionThe core symptoms of heart failure in Chinese medicine are edema, chest tightness, fatigue, palpitation, poor appetite, shortness of breath, and low urine output; the focus of the viscera in the core pathogenesis is heart Yang deficiency and kidney Yang deficiency; and the highly correlated drugs are Fuling (poria), Huangqi (Astragali radix), Danshen (Salviae miltiorrhizae radix et rhizoma), Baizhu (Atractylodis Macrocephalae rhizoma), and Fuzi (Aconiti lateralis radix praeparata), which can be used to warm the heart Yang, strengthen the kidney Yang, and promote diuresis and eliminate edema to treat the heart failure of heart Yang and kidney Yang deficiencies.

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备注/Memo

备注/Memo:
杨扬（1998—），男，在读硕士研究生。研究方向：内科疾病的中西医结合诊治。江苏省六大人才高峰项目（RJFW-40）；江苏省“333高层次人才培养工程”（2018III-0121）；江苏省科技型企业技术创新资金（BC2015022）；南京中医药大学横向课题（2019035）；宿迁市科技局项目（S201801）。
更新日期/Last Update: 2024-06-15