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Parenclitic Network Analysis of Methylation Data for Cancer Identification

We make use of ideas from the theory of complex networks to implement a machine learning classification of human DNA methylation data, that carry signatures of cancer development. The data were obtained from patients with various kinds of cancers and represented as parenclictic networks, wherein nod...

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Detaylı Bibliyografya
Yayımlandı:PLoS One
Asıl Yazarlar: Karsakov, Alexander, Bartlett, Thomas, Ryblov, Artem, Meyerov, Iosif, Ivanchenko, Mikhail, Zaikin, Alexey
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: Public Library of Science 2017
Konular:
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC5249089/
https://ncbi.nlm.nih.gov/pubmed/28107365
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0169661
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