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Receiver Operator Characteristics

Known as: ROC 
Functions that assign the maximum specificity to each value of sensitivity.The method is used for deciding which clinical data are of importance for… Expand
National Institutes of Health

Papers overview

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Highly Cited
2010
Highly Cited
2010
pROC: an open-source package for R and S+ to analyze and compare ROC curves
BackgroundReceiver operating characteristic (ROC) curves are useful tools to evaluate classifiers in biomedical and… Expand
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Highly Cited
2008
Highly Cited
2008
Simplified criteria for the diagnosis of autoimmune hepatitis.
UNLABELLED Diagnosis of autoimmune hepatitis (AIH) may be challenging. However, early diagnosis is important because… Expand
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Highly Cited
2006
Highly Cited
2006
Understanding receiver operating characteristic (ROC) curves.
1conclude that serum levels of neuron-specific enolase (NSE), a biochemical marker of ischemic brain injury, may have clinical… Expand
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Highly Cited
2003
Highly Cited
2003
Receiver operating characteristic curves and their use in radiology.
Sensitivity and specificity are the basic measures of accuracy of a diagnostic test; however, they depend on the cut point used… Expand
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Highly Cited
1998
Highly Cited
1998
Maximum likelihood estimation of receiver operating characteristic (ROC) curves from continuously-distributed data.
We show that truth-state runs in rank-ordered data constitute a natural categorization of continuously-distributed test results… Expand
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Highly Cited
1994
Highly Cited
1994
Receiver-operating characteristics in recognition memory: evidence for a dual-process model.
Evidence is presented that recognition judgments are based on an assessment of familiarity, as is described by signal detection… Expand
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Review
1993
Review
1993
Receiver-operating characteristic (ROC) plots: a fundamental evaluation tool in clinical medicine.
The clinical performance of a laboratory test can be described in terms of diagnostic accuracy, or the ability to correctly… Expand
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Highly Cited
1983
Highly Cited
1983
A method of comparing the areas under receiver operating characteristic curves derived from the same cases.
Receiver operating characteristic (ROC) curves are used to describe and compare the performance of diagnostic technology and… Expand
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Highly Cited
1982
Highly Cited
1982
The meaning and use of the area under a receiver operating characteristic (ROC) curve.
A representation and interpretation of the area under a receiver operating characteristic (ROC) curve obtained by the "rating… Expand
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Highly Cited
1978
Highly Cited
1978
Basic principles of ROC analysis.
The limitations of diagnostic "accuracy" as a measure of decision performance require introduction of the concepts of the… Expand
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