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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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Bibliografske podrobnosti
izdano v:PLoS One
Main Authors: Shi, Xu, Banerjee, Sharmi, Chen, Li, Hilakivi-Clarke, Leena, Clarke, Robert, Xuan, Jianhua
Format: Artigo
Jezik:Inglês
Izdano: Public Library of Science 2017
Teme:
Online dostop: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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