When drug discovery meets web search: Learning to Rank for ligand-based virtual screening

被引:0
作者
Wei Zhang
Lijuan Ji
Yanan Chen
Kailin Tang
Haiping Wang
Ruixin Zhu
Wei Jia
Zhiwei Cao
Qi Liu
机构
[1] Shanghai Tenth People’s Hospital,Department of Central Laboratory
[2] School of Life Sciences and Technology,Department of Computer Science
[3] Tongji University,undefined
[4] Huai’an Second People’s Hospital affiliated to Xuzhou Medical College,undefined
[5] R & D Information,undefined
[6] AstraZeneca,undefined
[7] Hefei University of Technology,undefined
来源
Journal of Cheminformatics | / 7卷
关键词
Learning to Rank; Virtual screening; Drug discovery; Data integration;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 133 条
[21]  
Brefeld U(2010)Multi-task learning for cross-platform siRNA efficacy prediction: an in-silico study BMC Bioinformatics 11 181-22
[22]  
Muller KR(2012)Integrated QSAR study for inhibitors of hedgehog signal pathway against multiple cell lines: a collaborative filtering method BMC Bioinformatics 13 186-32
[23]  
Wale N(2013)Study on human GPCR–inhibitor interactions by proteochemometric modeling Gene 518 124-66
[24]  
Karypis G(2012)Screening of selective histone deacetylase inhibitors by proteochemometric modeling BMC Bioinformatics 13 212-12
[25]  
Li S(2011)A new fingerprint of chemical compounds and its application for virtual drug screens ACTA CHIMICA SINICA 69 1845-42
[26]  
Leihong W(2001)Genomics, complexity and drug discovery: insights from Boolean network models of cellular regulation Pharmacogenomics 2 203-59
[27]  
Xiaohui F(2011)Genomewide pharmacogenomic study of metabolic side effects to antipsychotic drugs Mol Psychiatry 16 321-113
[28]  
Yiyu C(2010)An overview of the PubChem BioAssay resource Nucleic Acids Res 38 255-77
[29]  
Al-Sharrah G(2012)PubChem's BioAssay database Nucleic Acids Res 40 D400-7
[30]  
Lerche D(2002)Active + semi-supervised learning = robust multi-view learning ICML 2 435-undefined