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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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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Karsakov, Alexander, Bartlett, Thomas, Ryblov, Artem, Meyerov, Iosif, Ivanchenko, Mikhail, Zaikin, Alexey
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2017
Assuntos:
Acesso em linha: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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