Adjusting the generalized ROC curve for covariates
Receiver operating characteristic (ROC) curves and in particular the area under the curve
(AUC), are widely used to examine the effectiveness of diagnostic markers. Diagnostic …
(AUC), are widely used to examine the effectiveness of diagnostic markers. Diagnostic …
On linear combinations of biomarkers to improve diagnostic accuracy
A Liu, EF Schisterman, Y Zhu - Statistics in medicine, 2005 - Wiley Online Library
We consider combining multiple biomarkers to improve diagnostic accuracy. Su and Liu
derived the linear combinations that maximize the area under the receiver operating …
derived the linear combinations that maximize the area under the receiver operating …
ROC analysis for markers with mass at zero
The receiver operating characteristic (ROC) curve and in particular the area under the curve
(AUC) is commonly used to examine the discriminatory ability of diagnostic markers. Certain …
(AUC) is commonly used to examine the discriminatory ability of diagnostic markers. Certain …
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 …
populations. In this context, the receiver operating characteristic (ROC) curve is a popular …
Comparison of two correlated ROC curves at a given specificity or sensitivity level
The receiver operating characteristic (ROC) curve is the most popular statistical tool for
evaluating the discriminatory capability of a given continuous biomarker. The need to …
evaluating the discriminatory capability of a given continuous biomarker. The need to …
Measuring the effectiveness of diagnostic markers in the presence of measurement error through the use of ROC curves
B Reiser - Statistics in medicine, 2000 - Wiley Online Library
The area under the receiver operating characteristic curve is frequently used to assess the
effectiveness of diagnostic markers in distinguishing between diseased and healthy …
effectiveness of diagnostic markers in distinguishing between diseased and healthy …
ROC steady: a receiver operating characteristic curve that is invariant relative to selection bias
GA Diamond - Medical Decision Making, 1987 - journals.sagepub.com
This paper describes a simple method for constructing receiver operating characteristic
(ROC) curves based on boundary conditions that restrict its theoretical shape. The resultant …
(ROC) curves based on boundary conditions that restrict its theoretical shape. The resultant …
Linear combinations of multiple diagnostic markers
JQ Su, JS Liu - Journal of the American Statistical Association, 1993 - Taylor & Francis
The receiver operating characteristic (ROC) curve is a simple and meaningful measure to
assess the usefulness of diagnostic markers. To use the information carried by multiple …
assess the usefulness of diagnostic markers. To use the information carried by multiple …
Evaluating the added predictive ability of a new marker: from area under the ROC curve to reclassification and beyond
MJ Pencina, RB D'Agostino Sr… - Statistics in …, 2008 - Wiley Online Library
Identification of key factors associated with the risk of developing cardiovascular disease
and quantification of this risk using multivariable prediction algorithms are among the major …
and quantification of this risk using multivariable prediction algorithms are among the major …