Receiver operating characteristic curve
Current Medicine Research and Practice, 2012 A receiver operating characteristic (ROC) curve is a plot of tradeoff between sensitivity and specificity. It is a plot that evaluates a diagnostic test for a continuous variable between diseased and non-diseased subjects.
Anita Singh +2 more
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Receiver operating characteristic curve analysis in diagnostic accuracy studies: A guide to interpreting the area under the curve value [PDF]
Turkish Journal of Emergency Medicine, 2023 This review article provides a concise guide to interpreting receiver operating characteristic (ROC) curves and area under the curve (AUC) values in diagnostic accuracy studies.
Şeref Kerem Çorbacıoğlu +1 more
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Receiver operating characteristic curve: overview and practical use for clinicians [PDF]
Korean Journal of Anesthesiology, 2022 Using diagnostic testing to determine the presence or absence of a disease is essential in clinical practice. In many cases, test results are obtained as continuous values and require a process of conversion and interpretation and into a dichotomous form
Francis Sahngun Nahm
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Estimating the Area under a Receiver Operating Characteristic Curve For Repeated Measures Design
Journal of Statistical Software, 2003 The receiver operating characteristic (ROC) curve is widely used for diagnosing as well as for judging the discrimination ability of different statistical models.
Tongtong Wu, Honghu Liu
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Estimation and Comparison of Receiver Operating Characteristic Curves [PDF]
The Stata Journal, 2009 The receiver operating characteristic (ROC) curve displays the capacity of a marker or diagnostic test to discriminate between two groups of subjects, cases versus controls. We present a comprehensive suite of Stata commands for performing ROC analysis. Nonparametric, semiparametric, and parametric estimators are calculated.
Margaret S Pepe +2 more
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Nonparametric confidence intervals for receiver operating characteristic curves [PDF]
Biometrika, 2004 We study methods for constructing confidence intervals, and confidence bands, for estimators of receiver operating characteristics. Particular emphasis is placed on the way in which smoothing should be implemented, when estimating either the characteristic itself or its variance.
Hall, Peter, Hyndman, Rob, Fan, Yanan
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Receiver operating characteristic curve analysis of clinical signs for screening of convergence insufficiency in young adults. [PDF]
PLoS ONE, 2020 Convergence insufficiency (CI) is a dysfunction of binocular vision that is associated with various signs and symptoms in near work. However, CI screening is performed less frequently in adults than in children.
Byeong-Yeon Moon +2 more
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A unified Bayesian framework for exact inference of area under the receiver operating characteristic curve [PDF]
Statistical Methods in Medical Research, 2021 Ruitao Lin, Haolun Shi
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Limitations of receiver operating characteristic curve on imbalanced data: Assist device mortality risk scores [PDF]
Journal of Thoracic and Cardiovascular Surgery, 2023 Faezeh Movahedi +2 more
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The receiver operating characteristic (ROC) curve
Southwest Respiratory and Critical Care Chronicles, 2017 Shengping Yang, Gilbert Berdine
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