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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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Podrobná bibliografie
Vydáno v:PLoS One
Hlavní autoři: Karsakov, Alexander, Bartlett, Thomas, Ryblov, Artem, Meyerov, Iosif, Ivanchenko, Mikhail, Zaikin, Alexey
Médium: Artigo
Jazyk:Inglês
Vydáno: Public Library of Science 2017
Témata:
On-line přístup: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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