Statistics review 13: Receiver operating characteristic curves

被引:0
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作者
Viv Bewick
Liz Cheek
Jonathan Ball
机构
[1] University of Brighton,Senior Lecturer, School of Computing, Mathematical and Information Sciences
[2] Liverpool Hospital,Senior Registrar in ICU
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关键词
AUROC; negative likelihood ratio; negative predictive value; positive likelihood ratio; positive predictive value; ROC curve; sensitivity; specificity;
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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.
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