Predicting drug-target interactions from drug structure and protein sequence using novel convolutional neural networks

	Predicting drug-target interactions from drug structure and protein sequence using novel convolutional neural networks
	Hu, ShanShan 4; Zhang, Chenglin 1; Chen, Peng 4; Gu, Pengying 3; Zhang, Jun 4; Wang, Bing 2
刊名	BMC BIOINFORMATICS
	2019
卷号	20
ISSN号	1471-2105
其他题名	Predicting drug-target interactions from drug structure and protein sequence using novel convolutional neural networks
英文摘要	Background: Accurate identification of potential interactions between drugs and protein targets is a critical step to accelerate drug discovery. Despite many relative experimental researches have been done in the past decades, detecting drug-target interactions (DTIs) remains to be extremely resource-intensive and time-consuming. Therefore, many computational approaches have been developed for predicting drug-target associations on a large scale.
资助项目	[National Natural Science Foundation of China] ; [Academic Discipline Project in The First Affiliated Hospital of USTC] ; [Educational Commission of Anhui Province] ; [Anhui Province Funds for Excellent Youth Scholars in Colleges] ; [Anhui Scientific Research Foundation for Returness] ; [fund of Co-Innovation Center for Information Supply & Assurance Technology in AHU]
语种	英语
内容类型	期刊论文
源URL	[http://ir.hfcas.ac.cn:8080/handle/334002/124146]
专题	中国科学院合肥物质科学研究院
作者单位	1.Hefei Institutes of Physical Science, Chinese Academy of Sciences 2.Anhui University of Technology 3.University of Science & Technology of China, CAS 4.Anhui University
推荐引用方式 GB/T 7714	Hu, ShanShan,Zhang, Chenglin,Chen, Peng,et al. Predicting drug-target interactions from drug structure and protein sequence using novel convolutional neural networks[J]. BMC BIOINFORMATICS,2019,20.
APA	Hu, ShanShan,Zhang, Chenglin,Chen, Peng,Gu, Pengying,Zhang, Jun,&Wang, Bing.(2019).Predicting drug-target interactions from drug structure and protein sequence using novel convolutional neural networks.BMC BIOINFORMATICS,20.
MLA	Hu, ShanShan,et al."Predicting drug-target interactions from drug structure and protein sequence using novel convolutional neural networks".BMC BIOINFORMATICS 20(2019).