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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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Detaylı Bibliyografya
Yayımlandı:PLoS One
Asıl Yazarlar: Shi, Xu, Banerjee, Sharmi, Chen, Li, Hilakivi-Clarke, Leena, Clarke, Robert, Xuan, Jianhua
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: Public Library of Science 2017
Konular:
Online Erişim: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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