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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Detalles Bibliográficos
Autores principales: Fang, Yun, Xu, Peirong, Yang, Jialiang, Qin, Yufang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6173405/
https://www.ncbi.nlm.nih.gov/pubmed/30289891
http://dx.doi.org/10.1371/journal.pone.0205155

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6173405/
https://www.ncbi.nlm.nih.gov/pubmed/30289891
http://dx.doi.org/10.1371/journal.pone.0205155

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