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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Detalles Bibliográficos
Autores principales: Haider, Saad, Rahman, Raziur, Ghosh, Souparno, Pal, Ranadip
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4684346/
https://www.ncbi.nlm.nih.gov/pubmed/26658256
http://dx.doi.org/10.1371/journal.pone.0144490

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4684346/
https://www.ncbi.nlm.nih.gov/pubmed/26658256
http://dx.doi.org/10.1371/journal.pone.0144490

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