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Investigation of model stacking for drug sensitivity prediction

BACKGROUND: A significant problem in precision medicine is the prediction of drug sensitivity for individual cancer cell lines. Predictive models such as Random Forests have shown promising performance while predicting from individual genomic features such as gene expressions. However, accessibility...

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Detalhes bibliográficos
Publicado no:BMC Bioinformatics
Main Authors: Matlock, Kevin, De Niz, Carlos, Rahman, Raziur, Ghosh, Souparno, Pal, Ranadip
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5872495/
https://ncbi.nlm.nih.gov/pubmed/29589559
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-018-2060-2
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