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Identifying cancer biomarkers by network-constrained support vector machines

BACKGROUND: One of the major goals in gene and protein expression profiling of cancer is to identify biomarkers and build classification models for prediction of disease prognosis or treatment response. Many traditional statistical methods, based on microarray gene expression data alone and individu...

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Detalhes bibliográficos
Main Authors: Chen, Li, Xuan, Jianhua, Riggins, Rebecca B, Clarke, Robert, Wang, Yue
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2011
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3214162/
https://ncbi.nlm.nih.gov/pubmed/21992556
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1752-0509-5-161
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