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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Detalles Bibliográficos
Autores principales: Karsakov, Alexander, Bartlett, Thomas, Ryblov, Artem, Meyerov, Iosif, Ivanchenko, Mikhail, Zaikin, Alexey
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5249089/
https://www.ncbi.nlm.nih.gov/pubmed/28107365
http://dx.doi.org/10.1371/journal.pone.0169661

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5249089/
https://www.ncbi.nlm.nih.gov/pubmed/28107365
http://dx.doi.org/10.1371/journal.pone.0169661

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