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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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Опубликовано в: :PLoS One
Главные авторы: Shi, Xu, Banerjee, Sharmi, Chen, Li, Hilakivi-Clarke, Leena, Clarke, Robert, Xuan, Jianhua
Формат: Artigo
Язык:Inglês
Опубликовано: Public Library of Science 2017
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Online-ссылка: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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