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Neighborhood Rough Set Reduction-Based Gene Selection and Prioritization for Gene Expression Profile Analysis and Molecular Cancer Classification

Selection of reliable cancer biomarkers is crucial for gene expression profile-based precise diagnosis of cancer type and successful treatment. However, current studies are confronted with overfitting and dimensionality curse in tumor classification and false positives in the identification of cance...

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Detalhes bibliográficos
Main Authors: Hou, Mei-Ling, Wang, Shu-Lin, Li, Xue-Ling, Lei, Ying-Ke
Formato: Artigo
Idioma:Inglês
Publicado em: Hindawi Publishing Corporation 2010
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC2896865/
https://ncbi.nlm.nih.gov/pubmed/20625410
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2010/726413
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