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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...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Public Library of Science
2018
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| Materias: | |
| 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 |