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A quantile regression forest based method to predict drug response and assess prediction reliability

Drug response prediction is a critical step for personalized treatment of cancer patients and ultimately leads to precision medicine. A lot of machine-learning based methods have been proposed to predict drug response from different types of genomic data. However, currently available methods could o...

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Foilsithe in:PLoS One
Main Authors: Fang, Yun, Xu, Peirong, Yang, Jialiang, Qin, Yufang
Formáid: Artigo
Teanga:Inglês
Foilsithe: Public Library of Science 2018
Ábhair:
Rochtain Ar Líne:https://ncbi.nlm.nih.gov/pmc/articles/PMC6173405/
https://ncbi.nlm.nih.gov/pubmed/30289891
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0205155
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