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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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Bibliografische gegevens
Hoofdauteurs: Liu, Qingzhong, Sung, Andrew H, Chen, Zhongxue, Liu, Jianzhong, Chen, Lei, Qiao, Mengyu, Wang, Zhaohui, Huang, Xudong, Deng, Youping
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: BioMed Central 2011
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Online toegang: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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