Receiver operating characteristic analysis: an ally in the pandemic [PDF]
Jornal Brasileiro de Pneumologia, 2021 Jezreel Pantaleón García +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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Approach to prediction and receiver operating characteristic analysis of a regression model for assessing the severity of the course Lyme borreliosis in children [PDF]
Rheumatology, 2023 Introduction Lyme borreliosis (LB) is a multisystemic zoonotic disease transmitted by the bite of infected tick vectors. The aim of the study is to develop a mathematical model for predicting the risk of severity of Lyme disease by the risk factor of ...
Svetlana oleksiivna Nykytyuk +4 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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Receiver Operating Characteristic (ROC) Analysis
Frontline Learning Research, 2017 Visual expertise covers a broad range of types of studies and methodologies. Many studies incorporate some measure(s) of observer performance or how well participants perform on a given task.
Elizabeth Anne Krupinski
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Two-graph Receiver Operating Characteristic [PDF]
The Stata Journal: Promoting communications on statistics and Stata, 2002 The command roctg allows visualizing sensitivity (Se)and specificity (Sp) curves according to the range of values of a new diagnostic test, given a “true” state of an event, the reference test. On request, several options for displaying Se and Sp estimates in, or enhancements for, the graphs are also available.
Michael Eduardo Reichenheim
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Modernising Receiver Operating Characteristic (ROC) Curves
Algorithms, 2023 The justification for making a measurement can be sought in asking what decisions are based on measurement, such as in assessing the compliance of a quality characteristic of an entity in relation to a specification limit, SL. The relative performance of
Leslie R. Pendrill +3 more
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Receiver Operating Characteristic Curves with an Indeterminacy Zone. [PDF]
Pattern Recognit Lett, 2020 This work extends Receiver Operating Characteristic (ROC) curve to the situation where some cases, falling in an intermediate "indeterminacy zone" of the predictor, are not classified. It addresses two challenges: definition of sensitivity and specificity bounds for this case; and summarization of the large number of possibilities arising from ...
Parmigiani G.
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A Novel Information Complexity Approach to Score Receiver Operating Characteristic (ROC) Curve Modeling [PDF]
EntropyPerformance metrics are measures of success or performance that can be used to evaluate how well a model makes accurate predictions or classifications.
Aylin Gocoglu +2 more
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Plotting receiver operating characteristic and precision–recall curves from presence and background data [PDF]
Ecology and Evolution, 2021 The receiver operating characteristic (ROC) and precision–recall (PR) plots have been widely used to evaluate the performance of species distribution models.
Wenkai Li, Qinghua Guo
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