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Regularized logistic regression with network-based pairwise interaction for biomarker identification in breast cancer

BACKGROUD: To facilitate advances in personalized medicine, it is important to detect predictive, stable and interpretable biomarkers related with different clinical characteristics. These clinical characteristics may be heterogeneous with respect to underlying interactions between genes. Usually, t...

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Detalhes bibliográficos
Publicado no:BMC Bioinformatics
Main Authors: Wu, Meng-Yun, Zhang, Xiao-Fei, Dai, Dao-Qing, Ou-Yang, Le, Zhu, Yuan, Yan, Hong
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4769543/
https://ncbi.nlm.nih.gov/pubmed/26921029
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-016-0951-7
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