| 应用Apriori算法研究2型糖尿病与其并发症的关系 |
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| 引用本文： | 程远,曾熙芳. 应用Apriori算法研究2型糖尿病与其并发症的关系[J]. 激光杂志, 2011, 0(1): 82-83 |
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| 作者姓名： | 程远 曾熙芳 |
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| 作者单位： | 重庆医科大学检验系,临床检验诊断学教育部重点实验室,重庆400016 |
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| 摘 要： | 应用Apriori算法,利用糖尿病筛查数据集中的1473条记录进行关联分析,探讨2型糖尿病与其三种主要并发症(高脂血症、高血压、冠心病)之间的关系.通过计算分析按照密切程度排序,得到2型糖尿病与其三种主要并发症的密切关系为:高血压>冠心病>高脂血症.研究结果结合临床实际,证明利用该方法分析2型糖尿病与其相关并发症的关系...
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| 关 键 词： | Apriori算法 关联规则 2型糖尿病 并发症 |
Application of Apriori Algorithm for Type 2 diabetes and its complications |
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| Affiliation: | CHENG Yuan, ZENG Zhao - fang ( Key Laboratory of Laboratory Medical Diagnostics, Ministry of Education , Chongqing Medical University, Chongqing 400016, China) |
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| Abstract: | Application of Apriori algorithm, diabetes screening data set using the 1473 record correlation analysis, explore the three main type 2 diabetes and its complications （hyperlipidemia, hypertension, coronary heart disease）relationship. Closely by calculating the degree of order in accordance with, are the three main type 2 diabetes and its complications, the close relationship：blood pressure〉 CHD〉 hyperlipidemia. Study results combined with clinical practice, proved the trsefihness of the method of type 2 diabetes - related complications of Guanxi yes Yuqi effective, Bu Jin Fa Xian hidden in data can be related to information between Xing, Huankelianghua all on the correlation, the results can bc complications of type 2 diabetes, early prevention of reference. |
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| Keywords: | apriori algorithm association rules type 2 diabetes complications |
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