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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...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Oxford University Press
2019
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7820853/ https://www.ncbi.nlm.nih.gov/pubmed/31838491 http://dx.doi.org/10.1093/bib/bbz153 |