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Features of the Area under the Receiver Operating Characteristic (ROC) Curve. A Good Practice [PDF]

The Stata Journal, 2016
The area under the receiver operating characteristic (ROC) curve is a measure of discrimination ability used in diagnostic and prognostic research. The ROC plot is usually represented without additional information about decision thresholds used to generate the graph. In our article, we show that adding at least one or more informative cutoff points on
David Lora, Contador I
exaly   +3 more sources

What's under the ROC? An Introduction to Receiver Operating Characteristics Curves [PDF]

Canadian Journal of Psychiatry, 2007
It is often necessary to dichotomize a continuous scale to separate respondents into normal and abnormal groups. However, because the distributions of the scores in these 2 groups most often overlap, any cut point that is chosen will result in 2 types of errors: false negatives (that is, abnormal cases judged to be normal) and false positives (that is,
David Streiner, John Cairney
exaly   +6 more sources

Receiver operating characteristic (ROC) curve for medical researchers

Indian Pediatrics, 2011
Sensitivity and specificity are two components that measure the inherent validity of a diagnostic test for dichotomous outcomes against a gold standard. Receiver operating characteristic (ROC) curve is the plot that depicts the trade-off between the sensitivity and (1-specificity) across a series of cut-off points when the diagnostic test is continuous
Rajeev Kumar, Abhaya Indrayan
exaly   +3 more sources

Statistical Methodology: III. Receiver Operating Characteristic (ROC) Curves [PDF]

Academic Emergency Medicine, 1997
ABSTRACTMeasures including sensitivity, specificity, and positive and negative predictive values have been traditionally used to assess a diagnostic test's ability to detect the presence or absence of disease. Receiver operating characteristic (ROC) curve analysis allows visual evaluation of the trade‐offs between sensitivity and specificity associated
John Younger
exaly   +4 more sources

The receiver operating characteristic (ROC) curve

Southwest Respiratory and Critical Care Chronicles, 2017
Shengping Yang, Gilbert Berdine
doaj   +3 more sources

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 testing devices and classification algorithms used in assessing compliance is often evaluated using
Leslie R. Pendrill, Jeanette Melin, Anne Stavelin, Gunnar Nordin   +3 more
openaire   +3 more sources

Characterizing the diagnostic sensitivity and specificity of pain biomarkers in cattle using receiver operating characteristic curves

Journal of Dairy Science, 2022
: Biomarkers are used to assess pain and analgesic drug efficacy in livestock. However, often the diagnostic sensitivity and specificity of these biomarkers for different painful conditions over time have not been described.
M. Martin, M.D. Kleinhenz, K.S. Schwartzkopf-Genswein, D. Melendez, S. Marti, E.A. Pajor, E.D. Janzen, J. Coetzee   +7 more
doaj   +1 more source

Predicting metabolic syndrome by obesity- and lipid-related indices in mid-aged and elderly Chinese: a population-based cross-sectional study

Frontiers in Endocrinology, 2023
ObjectiveTo predict the optimal cut-off values for screening and predicting metabolic syndrome(MetS) in a middle-aged and elderly Chinese population using 13 obesity and lipid-related indicators, and to identify the most suitable predictors.MethodsThe ...
Yuqing Li, Jiaofeng Gui, Haiyang Liu, Lei-lei Guo, Jinlong Li, Yunxiao Lei, Xiaoping Li, Lu Sun, Liu Yang, Ting Yuan, Congzhi Wang, Dongmei Zhang, Huanhuan Wei, Jing Li, Mingming Liu, Ying Hua, Lin Zhang   +16 more
doaj   +1 more source

Ability of TyG Index as a Marker of Insulin Resistance in Argentinean School Children

Frontiers in Pediatrics, 2022
ObjectiveTo determine if the triglycerides and glucose index (TyG) can be used as a marker for insulin resistance (IR) in Argentinean schoolchildren according to age and sex.MethodsAnthropometric data, blood glucose levels, lipid profiles, and insulin ...
Valeria Hirschler, Claudia Molinari, Claudia Molinari, Scaiola Edit, Cecilia Miorin, Patricia Bocco, Zelmira Guntsche, Silvia Lapertosa, Claudio D. Gonzalez   +8 more
doaj   +1 more source

Metabolomics study of treatment response to conbercept of patients with neovascular age-related macular degeneration and polypoidal choroidal vasculopathy

Frontiers in Pharmacology, 2022
Graphical AbstractAMD, age-related macular degeneration; PCV, polypoidal choroidal vasculopathy; PLS-DA, partial least squares discriminant analysis; LPC, lysophosphatidylcholine; PC, phosphocholine; ROC, operating characteristic curve; AUC, area under ...
Yinchen Shen, Yinchen Shen, Yinchen Shen, Yinchen Shen, Yinchen Shen, Hanying Wang, Hanying Wang, Hanying Wang, Hanying Wang, Hanying Wang, Xiaoyin Xu, Xiaoyin Xu, Xiaoyin Xu, Xiaoyin Xu, Xiaoyin Xu, Chong Chen, Chong Chen, Chong Chen, Chong Chen, Chong Chen, Shaopin Zhu, Shaopin Zhu, Shaopin Zhu, Shaopin Zhu, Shaopin Zhu, Lu Cheng, Lu Cheng, Lu Cheng, Lu Cheng, Lu Cheng, Junwei Fang, Junwei Fang, Junwei Fang, Junwei Fang, Junwei Fang, Kun Liu, Kun Liu, Kun Liu, Kun Liu, Kun Liu, Xun Xu, Xun Xu, Xun Xu, Xun Xu, Xun Xu   +44 more
doaj   +1 more source