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Receiver operator characteristic (ROC) curves and non‐normal data: An empirical study
Statistics in Medicine, 1990AbstractThis paper evaluates the performance of several diagnostic kits for assessing levels of serum prostatic acid phosphatase on patients at different stages of cancer of the prostate. Each patient was studied with several kits. We compare results obtained for receiver operator characteristic (ROC) curve methodology with data assumed to follow a ...
M J, Goddard, I, Hinberg
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Medical Physics, 2001
We propose a principled formulation of the ROC curve that is constrained in a realistic way by the mechanism of probability summation. The constrained and conventional ROC formulations were fitted to 150 separate sets of rating data taken from previous observer studies of 250 or 529 chest radiographs.
R G, Swensson, J L, King, D, Gur
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We propose a principled formulation of the ROC curve that is constrained in a realistic way by the mechanism of probability summation. The constrained and conventional ROC formulations were fitted to 150 separate sets of rating data taken from previous observer studies of 250 or 529 chest radiographs.
R G, Swensson, J L, King, D, Gur
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On the Consistent Estimation of Optimal Receiver Operating Characteristic (ROC) Curve
Advances in Neural Information Processing Systems 35, 2022Renxiong Liu, Yunzhang Zhu
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A Visicalc Program for Estimating the Area Under a Receiver Operating Characteristic (ROC) Curve
Medical Decision Making, 1985The area under the ROC curve interests us as a method for analyzing discrimination or detectability. One can assess a diagnostic test or probability assessor with respect to its degree of discrimination. The area under the ROC curve gives us the probability of correctly identifying abnormal from normal in a forced-choice, two-alternative problem ...
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[ROC (receiver operating characteristics) curve: principles and application in biology].
Annales de biologie clinique, 2005Laboratory test's diagnostic performances are generally estimated by means of their sensibility, specificity and positive and negative predictive values. Unfortunately, these indices reflect only imperfectly the capacity of a test to correctly classify subjects into clinically relevant subgroups.
H, Delacour +4 more
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Radiology and the Receiver Operating Characteristic (ROC) Curve
Chest, 1975W. Scott Andrus, Kenneth T. Bird
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An application of lomax distributions in receiver operating characteristic(roc)curve analysis
Communications in Statistics - Theory and Methods, 1993Makarand V Ratnaparkhi +1 more
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