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A Copula Based Approach for Design of Multivariate Random Forests for Drug Sensitivity Prediction
Modeling sensitivity to drugs based on genetic characterizations is a significant challenge in the area of systems medicine. Ensemble based approaches such as Random Forests have been shown to perform well in both individual sensitivity prediction studies and team science based prediction challenges...
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| Publicat a: | PLoS One |
|---|---|
| Autors principals: | , , , |
| Format: | Artigo |
| Idioma: | Inglês |
| Publicat: |
Public Library of Science
2015
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| Matèries: | |
| Accés en línia: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4684346/ https://ncbi.nlm.nih.gov/pubmed/26658256 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0144490 |
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