Generalized linear mixed models for multi-reader multi-case studies of diagnostic tests

Diagnostic tests are often compared in multi-reader multi-case (MRMC) studies in which a number of cases (subjects with or without the disease in question) are examined by several readers using all tests to be compared. One of the commonly used methods for analyzing MRMC data is the Obuchowski-Rocke...

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Bibliographic Details
Published in:	Statistical methods in medical research Vol. 26; no. 3; pp. 1373 - 1388
Main Authors:	Liu, Wei, Pantoja-Galicia, Norberto, Zhang, Bo, Kotz, Richard M, Pennello, Gene, Zhang, Hui, Jacob, Jessie, Zhang, Zhiwei
Format:	Journal Article
Language:	English
Published:	England 01.06.2017
Subjects:	Algorithms Area Under Curve Breast Neoplasms - diagnosis Diagnostic Tests, Routine - methods Female Humans Likelihood Functions Linear Models Monte Carlo Method ROC Curve random effect diagnostic medicine ROC curve EM algorithm pseudo-likelihood AUC
ISSN:	1477-0334
Online Access:	Get more information
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