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Drug susceptibility prediction against a panel of drugs using kernelized Bayesian multitask learning

Motivation: Human immunodeficiency virus (HIV) and cancer require personalized therapies owing to their inherent heterogeneous nature. For both diseases, large-scale pharmacogenomic screens of molecularly characterized samples have been generated with the hope of identifying genetic predictors of dr...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Gönen, Mehmet, Margolin, Adam A.
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Oxford University Press 2014
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC4147917/
https://ncbi.nlm.nih.gov/pubmed/25161247
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btu464
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