Prediction of synergistic anti-cancer drug combinations based on drug target network and drug induced gene expression profiles
By Xiangyi Li, Yingjie Xu, Hui Cui, Tao Huang, Disong Wang, Baofeng Lian, Wei Li, Guangrong Qin, Lanming Chen, Lu Xie. 2017
101 citations recorded by the source corpus.
Subfields: Computational Theory and Mathematics, Molecular Biology
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In Computational Theory and Mathematics
In Molecular Biology
Citations in the corpus
- Machine learning approaches to drug response prediction: challenges and recent progress (2020, methodology): “For example, the work done by Li et al.(72) leverages gene expression perturbation data, measured as the difference in gene expression before and after treatment, to compute various statistics about differentially expressed genes as the main pharmacogenomic features.”