Machine Learning Prediction of Cancer Cell Sensitivity to Drugs Based on Genomic and Chemical Properties
Author:
Publisher
Public Library of Science (PLoS)
Subject
Multidisciplinary
Reference41 articles.
1. Cell line-based platforms to evaluate the therapeutic efficacy of candidate anticancer agents;SV Sharma;Nat Rev Cancer,2010
2. The National Cancer Institute: cancer drug discovery and development program;MR Grever;Semin Oncol,1992
3. Systematic identification of genomic markers of drug sensitivity in cancer cells;MJ Garnett;Nature,2012
4. The Cancer Cell Line Encyclopedia enables predictive modelling of anticancer drug sensitivity;J Barretina;Nature,2012
5. Subtype and pathway specific responses to anticancer compounds in breast cancer;LM Heiser;Proc Natl Acad Sci U S A,2012
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