Receiver Operating Characteristic
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This review provides the basic principle and rational for ROC analysis of rating and continuous diagnostic test results versus a… Expand The area under the curve (AUC) of the receiver operating characteristic (ROC) has become a dominant tool in evaluating the… Expand The results of many clinical tests are quantitative and are provided on a continuous scale. To help decide the presence or… Expand The c statistic, or area under the receiver operating characteristic (ROC) curve, achieved popularity in diagnostic testing, in… Expand This review introduces some commonly used methods for assessing the performance of a diagnostic test. The sensitivity… Expand Sensitivity and specificity are the basic measures of accuracy of a diagnostic test; however, they depend on the cut point used… Expand We show that truth-state runs in rank-ordered data constitute a natural categorization of continuously-distributed test results… Expand Methods of evaluating and comparing the performance of diagnostic tests are of increasing importance as new tests are developed… Expand Receiver operating characteristic (ROC) curves are used to describe and compare the performance of diagnostic technology and… Expand A representation and interpretation of the area under a receiver operating characteristic (ROC) curve obtained by the "rating… Expand