Predicting drug-target interactions from drug structure and protein sequence using novel convolutional neural networks
文献类型：期刊论文
| 作者 | Hu, ShanShan2; Zhang, Chenglin3; Chen, Peng2; Gu, Pengying4; Zhang, Jun2 ; Wang, Bing1
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| 刊名 | BMC BIOINFORMATICS
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| 出版日期 | 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 |
| 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.Anhui University of Technology 2.Anhui University 3.Hefei Institutes of Physical Science, Chinese Academy of Sciences 4.University of Science & Technology of China, CAS |
| 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). |
入库方式： OAI收割
来源：合肥物质科学研究院
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