Statistics review 13: Receiver operating characteristic curves

被引：673

作者：

Bewick, V ^{[1
]}

Cheek, L

Ball, J

机构：

[1] Univ Brighton, Sch Comp Math & Informat Sci, Brighton, E Sussex, England

[2] Liverpool Hosp, Sydney, NSW, Australia

来源：

CRITICAL CARE | 2004年 / 8卷 / 06期

关键词：

AUROC; negative likelihood ratio; negative predictive value; positive likelihood ratio; positive predictive value; ROC curve; sensitivity; specificity;

D O I：

10.1186/cc3000

中图分类号：

R4 [临床医学];

学科分类号：

1002 ; 100602 ;

摘要：

This review introduces some commonly used methods for assessing the performance of a diagnostic test. The sensitivity, specificity and likelihood ratio of a test are discussed. The uses of the receiver operating characteristic curve and the area under the curve are explained.

引用

页码：508 / 512

页数：5

共 5 条

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Bewick, V
Cheek, L
Ball, J
[J]. CRITICAL CARE, 2004, 8 (01): : 46 - 53
[2] Campbell MJ., 1999, MED STAT COMMONSENSE, V3rd
[3] A METHOD OF COMPARING THE AREAS UNDER RECEIVER OPERATING CHARACTERISTIC CURVES DERIVED FROM THE SAME CASES
HANLEY, JA
MCNEIL, BJ
[J]. RADIOLOGY, 1983, 148 (03) : 839 - 843
[4] Petrie A., 2000, MED STAT GLANCE
[5] Statistics review 6: Nonparametric methods
Whitley, E
Bai, J
[J]. CRITICAL CARE, 2002, 6 (06): : 509 - 513

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