Gene selection and classification for cancer microarray data based on machine learning and similarity measures

BACKGROUND: Microarray data have a high dimension of variables and a small sample size. In microarray data analyses, two important issues are how to choose genes, which provide reliable and good prediction for disease status, and how to determine the final gene set that is best for classification. A...

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Detalhes bibliográficos
Main Authors: Liu, Qingzhong, Sung, Andrew H, Chen, Zhongxue, Liu, Jianzhong, Chen, Lei, Qiao, Mengyu, Wang, Zhaohui, Huang, Xudong, Deng, Youping
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2011
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Research Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3287491/
https://ncbi.nlm.nih.gov/pubmed/22369383
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2164-12-S5-S1
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