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DegreeCox – a network-based regularization method for survival analysis

BACKGROUND: Modeling survival oncological data has become a major challenge as the increase in the amount of molecular information nowadays available means that the number of features greatly exceeds the number of observations. One possible solution to cope with this dimensionality problem is the us...

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Detalles Bibliográficos
Autores principales: Veríssimo, André, Oliveira, Arlindo Limede, Sagot, Marie-France, Vinga, Susana
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5249012/
https://www.ncbi.nlm.nih.gov/pubmed/28105908
http://dx.doi.org/10.1186/s12859-016-1310-4