| 数据挖掘在冠心病诊疗数据中的应用研究 |
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| 引用本文： | 谢文照,金轶,罗爱静. 数据挖掘在冠心病诊疗数据中的应用研究[J]. 企业技术开发, 2011, 0(19) |
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| 作者姓名： | 谢文照 金轶 罗爱静 |
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| 作者单位： | 中南大学湘雅三医院; |
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| 基金项目： | 湖南省科技情报学会课题《基于数据挖掘的长沙居民疾病谱分析研究》的研究成果之一(2010207) |
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| 摘 要： | 文章收集中南大学湘雅三医院2009~2010年冠心病患者的诊疗数据,将病人住院过程映射为事务,将诊断和手术项目映射为项集,分别建立了"诊断与诊断"和"诊断与手术"关联规则挖掘结构,并利用FP-growth算法对挖掘结构进行了处理,最终获得了关于冠心病诊疗的关联规则。
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| 关 键 词： | 数据挖掘 冠心病 关联规则 FP-growth算法 |
Research on the application of data mining on diagnosis and treatment data of coronary heart disease |
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| XIE Wen-zhao,JIN Yi,LUO Ai-jing. Research on the application of data mining on diagnosis and treatment data of coronary heart disease[J]. Technological Development of Enterprise, 2011, 0(19) |
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| Authors: | XIE Wen-zhao JIN Yi LUO Ai-jing |
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| Affiliation: | XIE Wen-zhao,JIN Yi,LUO Ai-jing(The Third Xiangya Hospital of Central South University,Changsha,Hunan 410013,China) |
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| Abstract: | This article collected diagnosis and treatment data of coronary heart disease from2009 to 2010 of the Third Xiangya Hospital,mapping hospitalization process to transaction,diagnosis and treatment to itemset,established diagnosis-diagnosis and diagnosistreatment association rules mining structure respectively,and using FP-growth algorithm to process mining structure,and finally obtained association rules about diagnosis and treatment data of coronary heart disease. |
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| Keywords: | data mining coronary heart disease association rules FP-growth algorithm |
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