| 基于决策树方法的慢性乙型肝炎中医证候分类 |
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| 引用本文： | 陈潇雨,马利庄,胡义扬.基于决策树方法的慢性乙型肝炎中医证候分类[J].上海中医药大学学报,2013(1):40-44. |
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| 作者姓名： | 陈潇雨 马利庄 胡义扬 |
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| 作者单位： | 上海中医药大学中医信息科学与技术中心;上海交通大学电子信息与电气工程学院计算机科学与工程系;上海中医药大学附属曙光医院,上海中医药大学肝病研究所 |
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| 基金项目： | 国家科技重大专项研究基金资助项目(2009ZX10004-601) |
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| 摘 要： | 目的：探索与慢性乙型肝炎典型证候相关的中医症状、体征及西医理化指标的组合。方法：以555例肝胆湿热证与肝郁脾虚证的慢性乙型肝炎患者的证候学调查信息和理化指标为研究对象，采用特征属性筛选与C5．0决策树算法等数据挖掘技术，构建慢性乙型肝炎肝胆湿热证与肝郁脾虚证的信息分类模型。结果：通过建立肝胆湿热证与肝郁脾虚证的信息分类模型，筛选出了与肝胆湿热和肝郁脾虚分类相关的7项重要属性及8条分类规则．并获得了96．94％的分类准确率。结论：与其他分类方法相比，基于C5．0决策树算法与特征属性筛选的慢性乙型肝炎中医证候分类方法较为理想，可行性较好。
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| 关 键 词： | 慢性乙型肝炎 中医证候 特征筛选 决策树 诊断模型 |
TCM Syndrome Classification of Chronic Hepatitis B Based on Decision Tree Method |
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| CHEN Xiao-yu,MA Li-zhuang,HU Yi-yang.TCM Syndrome Classification of Chronic Hepatitis B Based on Decision Tree Method[J].Acta Universitatis Traditionis Medicalis Sinensis Pharmacologiaeque Shanghai,2013(1):40-44. |
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| Authors: | CHEN Xiao-yu MA Li-zhuang HU Yi-yang |
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| Institution: | 1.Shanghai University of Traditional Chinese Medicine 2.Shanghai Jiaotong University 3.Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine |
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| Abstract: | The contents of urinary abnormality are recorded more than sixty items in Neijing, involving in thirty-six chapters. This paper expounds systematically the understanding of Neifing on urinary abnormality from the aspects of disease classification, etiology and pathogenesis, and therapeutic principles and methods, and provides the ideas for clinical treatment. |
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| Keywords: | Neijing urinary abnormality syndrome differentiation and treatment |
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