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CyNetSVM: A Cytoscape App for Cancer Biomarker Identification Using Network Constrained Support Vector Machines

One of the important tasks in cancer research is to identify biomarkers and build classification models for clinical outcome prediction. In this paper, we develop a CyNetSVM software package, implemented in Java and integrated with Cytoscape as an app, to identify network biomarkers using network-co...

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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Shi, Xu, Banerjee, Sharmi, Chen, Li, Hilakivi-Clarke, Leena, Clarke, Robert, Xuan, Jianhua
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5266326/
https://ncbi.nlm.nih.gov/pubmed/28122019
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0170482
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