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Test Comparison Using Receiver Operating Characteristics (ROC) Plots

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The Receiver Operating Curve (ROC) originated during World War II with the use of radar in signal detection. This was extended to the use of diagnostic tests for identifying disease states, using plots of sensitivity versus specificity for different test results. The area under a ROC curve serves as a measure of the diagnostic accuracy (discrimination performance) for a test.

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