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Integrating different data types by regularized unsupervised multiple kernel learning with application to cancer subtype discovery

Motivation: Despite ongoing cancer research, available therapies are still limited in quantity and effectiveness, and making treatment decisions for individual patients remains a hard problem. Established subtypes, which help guide these decisions, are mainly based on individual data types. However,...

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Detalhes bibliográficos
Publicado no:Bioinformatics
Main Authors: Speicher, Nora K., Pfeifer, Nico
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4765854/
https://ncbi.nlm.nih.gov/pubmed/26072491
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btv244
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