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用ROC曲线确定最佳临界点和可疑值范围
引用本文:陈卫中,倪宗瓒,潘晓平,刘元元,夏彦.用ROC曲线确定最佳临界点和可疑值范围[J].现代预防医学,2005,32(7):729-731.
作者姓名:陈卫中  倪宗瓒  潘晓平  刘元元  夏彦
作者单位:四川大学华西公共卫生学院,成都,610041
摘    要:目的:使用ROC曲线法,评价某试剂盒对冠心病的诊断价值,明确针对本试剂盒的诊断临界点,并探讨用ROC曲线法确定可疑值范围。方法:根据冠脉造影结合临床确定的正常组508例和冠心病组176例测定的某血浆指标含量,绘制ROC曲线。结果:ROC曲线下面积为0.9723,并有统计学意义,说明该试剂盒有较高的诊断价值。通过ROC曲线,确定诊断临界点为40.70U/L,并具有较高的灵敏度和特异度,可疑值范围为(36.90,47.80)U/L,一致性检验结果较好。结论:使用ROC曲线评价具有简单有效,并可用来确定诊断试验的敏感度及可疑值范围。

关 键 词:ROC曲线  冠心病  最佳临界点  可疑值范围
文章编号:1003-8507(2005)07-0729-03
修稿时间:2004年10月19

RECEIVER OPERATING CHARACTERISTIC CURVES TO DETERMINE THE OPTIMAL OPERATING POINT AND DOUBTABLE VALUE INTERVAL
CHEN Wei-zhong,NI Zong-zan,PAN Xiao-ping,et al..RECEIVER OPERATING CHARACTERISTIC CURVES TO DETERMINE THE OPTIMAL OPERATING POINT AND DOUBTABLE VALUE INTERVAL[J].Modern Preventive Medicine,2005,32(7):729-731.
Authors:CHEN Wei-zhong  NI Zong-zan  PAN Xiao-ping  
Institution:CHEN Wei-zhong,NI Zong-zan,PAN Xiao-ping,et al.West China Medical Center,Sichuan University,Chengdu,610041.
Abstract:Objective:To evaluate the clinical value and discriminatory power of a diagnostic kit to diagnose Coronary Heart Disease and determine the Optimal Operating Point(OOP) using the Receiver Operating Characteristic(ROC) curves,and explore the method to determine the doubtable value interval.Methods:Based on the CAG and clinical observations,508 people with the disease and 176 without the disease were selected to measure their OxLDL,and the ROC curve was plotted.Results:The area under the curve was 0.9723 with a high statistical significance.It showed that the diagnostic kit was suitable for Coronary Heart Disease screening,the OOP of the diagnostic kit was determined and interpreted at 40.70 U/L with higher sensitivity and specificity.The doubtable value interval of 36.90 U/L to 47.80 U/L was determined at the same time.Conclusion:It was useful using ROC curve when assessing the performance and determining the OOP and doubtable value interval of a screening test.
Keywords:OOP  ROC  Doubtable value interval  Coronary Heart Disease
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