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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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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:BMC Bioinformatics
Prif Awduron: Matlock, Kevin, De Niz, Carlos, Rahman, Raziur, Ghosh, Souparno, Pal, Ranadip
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: BioMed Central 2018
Pynciau:
Mynediad Ar-lein: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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