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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Enregistré dans:
Détails bibliographiques
Auteurs principaux: Liu, Qingzhong, Sung, Andrew H, Chen, Zhongxue, Liu, Jianzhong, Chen, Lei, Qiao, Mengyu, Wang, Zhaohui, Huang, Xudong, Deng, Youping
Format: Artigo
Langue:Inglês
Publié: BioMed Central 2011
Sujets:
Research Article
Accès en ligne: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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