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Assessing multiple-group diagnostic problems with multi-dimensional receiver operating characteristic surfaces: Application to proton MR Spectroscopy (MRS) in HIV-related neurological injury

We present the multi-dimensional Receiver Operating Characteristic (ROC) surface, a plot of the true classification rates of tests based on levels of biological markers, for multi-group discrimination, as an extension of the ROC curve, commonly used in two-group diagnostic testing. The volume under...

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Detalhes bibliográficos
Main Authors: Yiannoutsos, Constantin T., Nakas, Christos T., Navia, Bradford A.
Formato: Artigo
Idioma:Inglês
Publicado em: 2007
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3774155/
https://ncbi.nlm.nih.gov/pubmed/18191586
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.neuroimage.2007.09.056
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