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Regularized binormal ROC method in disease classification using microarray data

BACKGROUND: An important application of microarrays is to discover genomic biomarkers, among tens of thousands of genes assayed, for disease diagnosis and prognosis. Thus it is of interest to develop efficient statistical methods that can simultaneously identify important biomarkers from such high-t...

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Detalles Bibliográficos
Autores principales: Ma, Shuangge, Song, Xiao, Huang, Jian
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2006
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1513612/
https://www.ncbi.nlm.nih.gov/pubmed/16684357
http://dx.doi.org/10.1186/1471-2105-7-253