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Improving drug response prediction by integrating multiple data sources: matrix factorization, kernel and network-based approaches

Predicting the response of cancer cell lines to specific drugs is one of the central problems in personalized medicine, where the cell lines show diverse characteristics. Researchers have developed a variety of computational methods to discover associations between drugs and cell lines, and improved...

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Detalhes bibliográficos
Publicado no:Brief Bioinform
Main Authors: Güvenç Paltun, Betül, Mamitsuka, Hiroshi, Kaski, Samuel
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7820853/
https://ncbi.nlm.nih.gov/pubmed/31838491
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bib/bbz153
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