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Combination of longitudinal biomarkers in predicting binary events

In disease screening, the combination of multiple biomarkers often substantially improves the diagnostic accuracy over a single marker. This is particularly true for longitudinal biomarkers where individual trajectory may improve the diagnosis. We propose a pattern mixture model (PMM) framework to p...

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Detalles Bibliográficos
Main Authors: Liu, Danping, Albert, Paul S.
Formato: Artigo
Idioma:Inglês
Publicado: Oxford University Press 2014
Assuntos:
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC4168317/
https://ncbi.nlm.nih.gov/pubmed/24831103
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biostatistics/kxu020
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