Receiver operating characteristic (ROC) analysis: Basic principles and applications in radiology

被引：230

作者：

van Erkel, AR ^{[1
]}

Pattynama, PMT ^{[1
]}

机构：

[1] Leiden Univ, Med Ctr, Dept Radiol, NL-2300 RC Leiden, Netherlands

来源：

EUROPEAN JOURNAL OF RADIOLOGY | 1998年 / 27卷 / 02期

关键词：

sensitivity; specificity; ROC analysis; medical decision making; radiology;

D O I：

10.1016/S0720-048X(97)00157-5

中图分类号：

R8 [特种医学]; R445 [影像诊断学];

学科分类号：

1002 ; 100207 ; 1009 ;

摘要：

Receiver operating characteristic (ROC) analysis is a widely accepted method for analyzing and comparing the diagnostic accuracy of radiological tests. In this paper we will explain the basic principles underlying ROC analysis and provide practical information on the use and interpretation of ROC curves. The major applications of ROC analysis will be discussed and their limitations will be addressed. (C) 1998 Elsevier Science Ireland Ltd. All rights reserved.

引用

页码：88 / 94

页数：7

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