Time-dependent ROC curve analysis in medical research: current methods and applications

Time-dependent ROC curve analysis in medical research: current methods and applications

Abstract Background ROC (receiver operating characteristic) curve analysis is well established for assessing how well a marker is capable of discriminating between individuals who experience disease onset and individuals who do not. The classical (standard) approach of ROC curve analysis considers e...

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Bibliographic Details
Main Authors: Adina Najwa Kamarudin, Trevor Cox, Ruwanthi Kolamunnage-Dona
Format: Article
Language:English
Published: BMC 2017-04-01
Series:BMC Medical Research Methodology
Subjects:
ROC curve
Time-dependent AUC
Biomarker evaluation
Event-time
Longitudinal data
Software
Online Access:http://link.springer.com/article/10.1186/s12874-017-0332-6

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http://link.springer.com/article/10.1186/s12874-017-0332-6

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