Measures of Diagnostic Accuracy
Xiao‐Hua Zhou, Nancy A. Obuchowski, Donna K. McClish · Wiley series in probability and statistics · 2011
This chapter contains sections titled: Sensitivity and Specificity Combined Measures of Sensitivity and Specificity Receiver Operating Characteristic (ROC) Curve Area Under the ROC Curve Sensitivity at Fixed FPR Partial Area Under the ROC Curve Likelihood Ratios ROC Analysis When the True Diagnosis Is Not Binary C-Statistics and Other Measures to Compare Prediction Models Detection and Localization of Multiple Lesions Positive and Negative Predictive Values, Bayes Theorem, and Case Study 2 Optimal Decision Threshold on the ROC Curve Interpreting the Results of Multiple Tests