The Youden index in the generalized receiver operating characteristic curve context

P Martínez-Camblor… - The international journal …, 2019 - degruyter.com
The receiver operating characteristic (ROC) curve and their associated summary indices,
such as the Youden index, are statistical tools commonly used to analyze the discrimination …

Estimation of the Youden Index and its associated cutoff point

R Fluss, D Faraggi, B Reiser - Biometrical Journal: Journal of …, 2005 - Wiley Online Library
Abstract The Youden Index is a frequently used summary measure of the ROC (Receiver
Operating Characteristic) curve. It both, measures the effectiveness of a diagnostic marker …

Adjusting receiver operating characteristic curves and related indices for covariates

D Faraggi - Journal of the Royal Statistical Society Series D: The …, 2003 - academic.oup.com
Continuous markers are often used to discriminate between diseased and healthy
populations. In this context, the receiver operating characteristic (ROC) curve is a popular …

Youden Index and optimal cut‐point estimated from observations affected by a lower limit of detection

MD Ruopp, NJ Perkins, BW Whitcomb… - … Journal: Journal of …, 2008 - Wiley Online Library
The receiver operating characteristic (ROC) curve is used to evaluate a biomarker's ability
for classifying disease status. The Youden Index (J), the maximum potential effectiveness of …

Construction of confidence regions in the ROC space after the estimation of the optimal Youden index-based cut-off point

LE Bantis, CT Nakas, B Reiser - Biometrics, 2014 - academic.oup.com
After establishing the utility of a continuous diagnostic marker investigators will typically
address the question of determining a cut-off point which will be used for diagnostic …

Exact confidence interval estimation for the Youden index and its corresponding optimal cut-point

CY Lai, L Tian, EF Schisterman - Computational statistics & data analysis, 2012 - Elsevier
In diagnostic studies, the receiver operating characteristic (ROC) curve and the area under
the ROC curve are important tools in assessing the utility of biomarkers in discriminating …

Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach

ER DeLong, DM DeLong, DL Clarke-Pearson - Biometrics, 1988 - JSTOR
Methods of evaluating and comparing the performance of diagnostic tests are of increasing
importance as new tests are developed and marketed. When a test is based on an observed …

Joint confidence region estimation for area under ROC curve and Youden index

J Yin, L Tian - Statistics in medicine, 2014 - Wiley Online Library
In the field of diagnostic studies, the area under the ROC curve (AUC) serves as an overall
measure of a biomarker/diagnostic test's accuracy. Youden index, defined as the overall …

Comparing the areas under two correlated ROC curves: parametric and non‐parametric approaches

K Molodianovitch, D Faraggi, B Reiser - Biometrical Journal, 2006 - Wiley Online Library
In order to compare the discriminatory effectiveness of two diagnostic markers the equality of
the areas under the respective Receiver Operating Characteristic Curves is commonly …

Optimal cut-point and its corresponding Youden Index to discriminate individuals using pooled blood samples

EF Schisterman, NJ Perkins, A Liu, H Bondell - Epidemiology, 2005 - journals.lww.com
Costs can hamper the evaluation of the effectiveness of new biomarkers. Analysis of smaller
numbers of pooled specimens has been shown to be a useful cost-cutting technique. The …