基于决策树预测糖尿病合并冠心病患病风险的中医人格体质特征研究

发布时间：2018-05-04 19:23

  本文选题：型糖尿病 + 冠心病　； 参考：《南京中医药大学学报》2017年06期

【摘要】：目的探讨中医人格及体质特征对糖尿病(MD)合并冠心病(CHD)的患病风险预测作用。方法采用五态人格测验、五五体质检测测定110例T2MD患者的中医人格及体质特征;运用EXCEL及SPSS中决策树的CHAID算法,建构中医人格、体质类型预测MD患者合并CHD的患病风险模型,并对模型的预测准确性加以评估。结果以少阴人格、阴寒质、血瘀质为预测变量构建的MD患病风险模型经10折交叉验证预测准确度为93.6%,准确率较高,并得到3条预测冠心病患病风险的规则。结论以中医人格及体质特征预测MD合并CHD的风险规则符合中医传统认识,对高危人群的早期筛查、冠心病的防治及临床辨体论治提供了参考依据。
[Abstract]:Objective to investigate the predictive effect of personality and physique characteristics of TCM on the risk of diabetes mellitus (DM) with coronary heart disease (CHD). Methods the personality and physique of 110 patients with T2MD were measured by five-state personality test and five-five constitution test, and the CHAID algorithm of decision tree in EXCEL and SPSS was used to construct TCM personality and physique type to predict the risk model of MD patients with CHD. The prediction accuracy of the model is evaluated. Results the MD disease risk model with less yin personality, cold yin and blood stasis as predictive variables was cross-verified by 10% cross validation of the accuracy of 93.6, the accuracy was higher, and three rules for predicting the risk of coronary heart disease were obtained. Conclusion predicting the risk rules of MD combined with CHD based on personality and physique characteristics of TCM is in line with the traditional understanding of TCM. It provides a reference basis for early screening of high-risk population, prevention and treatment of coronary heart disease and clinical differentiation of body.
【作者单位】： 南京中医药大学心理学院;中国中医科学院中医临床基础医学研究所;南京中医药大学附属江苏省中西医结合医院;南京中医药大学第一临床医学院;
【基金】：国家自然科学基金(81403501) 北京市自然科学基金(7172249,7163236) 北京中医药科技发展资金项目(JJ2015-50)
【分类号】：R259
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本文编号：1844337