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Sparse Bayesian classification and feature selection for biological expression data with high correlations

Classification models built on biological expression data are increasingly used to predict distinct disease subtypes. Selected features that separate sample groups can be the candidates of biomarkers, helping us to discover biological functions/pathways. However, three challenges are associated with...

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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Yang, Xian, Pan, Wei, Guo, Yike
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5744982/
https://ncbi.nlm.nih.gov/pubmed/29281700
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0189541
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