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An Ensemble Based Top Performing Approach for NCI-DREAM Drug Sensitivity Prediction Challenge
We consider the problem of predicting sensitivity of cancer cell lines to new drugs based on supervised learning on genomic profiles. The genetic and epigenetic characterization of a cell line provides observations on various aspects of regulation including DNA copy number variations, gene expressio...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Public Library of Science
2014
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4076307/ https://www.ncbi.nlm.nih.gov/pubmed/24978814 http://dx.doi.org/10.1371/journal.pone.0101183 |