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Biomarker discovery by integrated joint non-negative matrix factorization and pathway signature analyses

Predictive biomarkers are important for selecting appropriate patients for particular treatments. Comprehensive genomic, transcriptomic, and pharmacological data provide clues for understanding relationships between biomarkers and drugs. However, it is still difficult to mine biologically meaningful...

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Detalles Bibliográficos
Autores principales: Fujita, Naoya, Mizuarai, Shinji, Murakami, Katsuhiko, Nakai, Kenta
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6021419/
https://www.ncbi.nlm.nih.gov/pubmed/29950679
http://dx.doi.org/10.1038/s41598-018-28066-w