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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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Dades bibliogràfiques
Publicat a:PLoS One
Autors principals: Karsakov, Alexander, Bartlett, Thomas, Ryblov, Artem, Meyerov, Iosif, Ivanchenko, Mikhail, Zaikin, Alexey
Format: Artigo
Idioma:Inglês
Publicat: Public Library of Science 2017
Matèries:
Accés en línia: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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