area under ROC curve (AUC)
Area under ROC curve of energy detection over generalized fading channels
... the area under the ROC curve (AUC) ...the ROC curves since any determined probability of detection is valid for specific P f a values; ...
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Generalization Bounds for the Area Under the ROC Curve
... We study generalization properties of the area under the ROC curve (AUC), a quantity that has been advocated as an evaluation criterion for the bipartite ranking problem. The AUC is a ...
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A modified Wald interval for the area under the ROC curve (AUC) in diagnostic case-control studies
... The area under the receiver operating characteristic (ROC) curve, referred to as the AUC, is an appropriate measure for describing the overall accuracy of a diagnostic test or a biomarker in ...
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Retinal Blood Vessel Tree Segmentation using Fast Marching Method
... In [6] a novel blood vessel segmentation algorithm was proposed using fundus images. This algorithm extracts the major blood vessels by applying high-pass filtering and morphological transforms followed by addition of ...
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Biomarker selection for medical diagnosis using the partial area under the ROC curve
... In the presence of multiple biomarkers, a traditional method of medical diagnosis is to fit a multiple logistic re- gression model to the data set. An example of this is the study of outcome prediction of aneurysmal ...
15
Diagnostic significance of circulating long noncoding RNA PCAT6 in patients with non-small cell lung cancer
... include patients with NSCLC, that is, LUAD and LUSC. PCAT6 expression was significantly increased in tissues of LUAD and LUSC compared with normal noncancerous tissues in these five datasets (Figure 1). Then, we further ...
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Cervical cancer screening: hTERC gene amplification detection by FISH in comparison with conventional methods
... Using area under the ROC curve (AUC), our data ef- fectively verified the higher accuracy of FISH detection of hTERC amplification than that of either cytology or HPV test in detection of CIN ...
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What is an ROC curve?
... The area under the ROC curve (AUC) is a global measure of a test’s ability to discriminate whether a specific condition is present or not ...(unpublished) ROC curve for ACS ...
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Original Article Liver cirrhosis: evaluation by using proper hepatic artery to splenic artery diameter ratio and Gd-EOB-DTPA-enhanced MR
... (ROC) curve analysis was used to identify the optimal cutoff values and area under the curve (AUC) values which aimed to differentiate from patients with non-cirrhotic liver group, MELD ...
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Predictive factors of hysterectomy in the City of Ilam: The area under the receiver operating characteristic (ROC) curve model approach.
... Methods: A retrospective case-control study was conducted on 150 women including 75 in the control group and 75 as the case group. The cases were women with hysterectomy during 2009-2011, and the control group was ...
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Update of the trauma risk adjustment model of the TraumaRegister DGU™: the Revised Injury Severity Classification, version II
... AUC: area under the ROC curve; BMI: body mass index; BP: blood pressure; CI: 95% confidence interval; CPR: cardiopulmonary resuscitation; DGU: German Trauma Society (Deutsche Gesellschaft für ...
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Correlation Between Cut-off Level of Tissue Transglutaminase Antibody and Marsh Classification
... U/mL, RoC curve analysis had the highest area under the curve (AUC) in the presence of Marsh II and III with a sensitivity of 89%, specificity of 28%, positive predictive value (PPV) of ...
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Bipartite Ranking: a Risk-Theoretic Perspective
... Bipartite ranking problems (Freund et al., 2003; Agarwal et al., 2005; Clémençon et al., 2008; Kotlowski et al., 2011) have received considerable attention from the machine learning community. In such problems, we have ...
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Performance Evaluation in Machine Learning: The Good, the Bad, the Ugly, and the Way Forward
... The treatment of probabilistic classifier scores is an area where current practice can fall short more generally. This is perhaps best illustrated using the case of the naive Bayes classifier, which makes the ...
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Responsiveness and minimal important change of the Norwegian version of the Disabilities of the Arm, Shoulder and Hand questionnaire (DASH) in patients with subacromial pain syndrome
... AUC: Area under the ROC curve; COSMIN: COnsensus-based Standards for the selection of health Measurement Instruments; DASH: The disabilities of the arm, shoulder and hand questionnaire; MIC: ...
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Cross cultural adaptation and psychometric properties of the Dutch version of the Hand Function Sort in patients with complaints of hand and/or wrist
... AUC: Area under the ROC curve; CANS: Complaints of arm, neck, and shoulder; DASH: Disabilities of the Arm, Shoulder, and Hand outcome measure; FCE: Functional Capacity Evaluation; GRS: Global ...
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Recognition and prediction of leukemia with Artificial Neural
... by roc and regression ...plot ROC curve, area under ROC curve was ...summery area under the ROC curve, performance of training and re- gression ...
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Estimation of auc for constant shape bi-weibull failure time distribution
... associated Area Under the ROC Curve (AUC). The ROC Curve is embedded by the two intrinsic measures Sensitivity (Sn) or True Positive Rate (TPR) and 1-Specificity (Sp) or False ...
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Validation of the Edinburgh Postnatal Depression Scale against both DSM 5 and ICD 10 diagnostic criteria for depression
... and area under the ROC curve (AUC) were computed directly from the reweighted data and the calculations were done for all relevant cutoff ...
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The geriatric nutritional risk index independently predicts adverse outcomes in patients with pyogenic liver abscess
... largest area under receiver operating characteristic (ROC) curve than albumin, BMI, platelet, prothrombin time and hemoglobin in death prediction (area under ROC curves ...
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