[HTML][HTML] Receiver operating characteristic (ROC) curve analysis for medical diagnostic test evaluation
K Hajian-Tilaki - Caspian journal of internal medicine, 2013 - ncbi.nlm.nih.gov
This review provides the basic principle and rational for ROC analysis of rating and
continuous diagnostic test results versus a gold standard. Derived indexes of accuracy, in …
continuous diagnostic test results versus a gold standard. Derived indexes of accuracy, in …
The partial area under the summary ROC curve
SD Walter - Statistics in medicine, 2005 - Wiley Online Library
The area under the curve (AUC) is commonly used as a summary measure of the receiver
operating characteristic (ROC) curve. It indicates the overall performance of a diagnostic test …
operating characteristic (ROC) curve. It indicates the overall performance of a diagnostic test …
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 …
Receiver operating characteristic curves and their use in radiology
NA Obuchowski - Radiology, 2003 - pubs.rsna.org
Sensitivity and specificity are the basic measures of accuracy of a diagnostic test; however,
they depend on the cut point used to define “positive” and “negative” test results. As the cut …
they depend on the cut point used to define “positive” and “negative” test results. As the cut …
Receiver operating characteristic (ROC) curves
JA Hanley - Wiley StatsRef: Statistics Reference Online, 2014 - Wiley Online Library
The receiver operating characteristic (ROC) curve describes the relationship between the
false positive fraction and true negative fraction associated with a diagnostic test as the test …
false positive fraction and true negative fraction associated with a diagnostic test as the test …
Receiver-operating characteristic (ROC) plots: a fundamental evaluation tool in clinical medicine
MH Zweig, G Campbell - Clinical chemistry, 1993 - academic.oup.com
The clinical performance of a laboratory test can be described in terms of diagnostic
accuracy, or the ability to correctly classify subjects into clinically relevant subgroups …
accuracy, or the ability to correctly classify subjects into clinically relevant subgroups …
A non‐parametric method for the comparison of partial areas under ROC curves and its application to large health care data sets
DD Zhang, XH Zhou, DH Freeman Jr… - Statistics in …, 2002 - Wiley Online Library
The receiver operating characteristic (ROC) curve is a statistical tool for evaluating the
accuracy of diagnostic tests. Investigators often compare the validity of two tests based on …
accuracy of diagnostic tests. Investigators often compare the validity of two tests based on …
Mathematical tools for demonstrating the clinical usefulness of biochemical markers
JC Boyd - Scandinavian Journal of Clinical and Laboratory …, 1997 - Taylor & Francis
Various approaches have been proposed for evaluating the diagnostic value of biochemical
markers. Careful design of experimental protocol is key in carrying out any evaluation of …
markers. Careful design of experimental protocol is key in carrying out any evaluation of …
Meta-analysis of ROC curves
ADM Kester, F Buntinx - Medical Decision Making, 2000 - journals.sagepub.com
The authors present a method to combine several independent studies of the same
(continuous or semiquantitative) diagnostic test, where each study reports a complete ROC …
(continuous or semiquantitative) diagnostic test, where each study reports a complete ROC …
Roc Curves—What are they and how are they used?
S Ekelund - Point of care, 2012 - journals.lww.com
ROC curves are frequently used to show in a graphical way the connection/trade-off
between clinical sensitivity and specificity for every possible cut-off for a test or a …
between clinical sensitivity and specificity for every possible cut-off for a test or a …