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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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Podrobná bibliografie
Vydáno v:BMC Bioinformatics
Hlavní autoři: Wu, Meng-Yun, Zhang, Xiao-Fei, Dai, Dao-Qing, Ou-Yang, Le, Zhu, Yuan, Yan, Hong
Médium: Artigo
Jazyk:Inglês
Vydáno: BioMed Central 2016
Témata:
On-line přístup: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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