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Discriminating early- and late-stage cancers using multiple kernel learning on gene sets

MOTIVATION: Identifying molecular mechanisms that drive cancers from early to late stages is highly important to develop new preventive and therapeutic strategies. Standard machine learning algorithms could be used to discriminate early- and late-stage cancers from each other using their genomic cha...

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Detalles Bibliográficos
Autores principales: Rahimi, Arezou, Gönen, Mehmet
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6022595/
https://www.ncbi.nlm.nih.gov/pubmed/29949993
http://dx.doi.org/10.1093/bioinformatics/bty239