DeepDTA: deep drug–target binding affinity prediction
Author:
Affiliation:
1. Department of Computer Engineering, Bogazici University, Istanbul, Turkey
2. Department of Chemical Engineering, Bogazici University, Istanbul, Turkey
Funder
Bogazici University Research Fund
BAP
Publisher
Oxford University Press (OUP)
Subject
Computational Mathematics,Computational Theory and Mathematics,Computer Science Applications,Molecular Biology,Biochemistry,Statistics and Probability
Link
http://academic.oup.com/bioinformatics/article-pdf/34/17/i821/25702584/bty593.pdf
Reference64 articles.
1. Tensorflow: a system for large-scale machine learning;Abadi,2016
2. Uniprot: the universal protein knowledgebase;Apweiler;Nucleic Acids Res.,2004
3. A machine learning approach to predicting protein–ligand binding affinity with applications to molecular docking;Ballester;Bioinformatics,2010
4. Supervised prediction of drug–target interactions using bipartite local models;Bleakley;Bioinformatics,2009
5. Pubchem: integrated platform of small molecules and biological activities;Bolton;Annu. Rep. Comput. Chem.,2008
Cited by 856 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. MMDG-DTI: Drug–target interaction prediction via multimodal feature fusion and domain generalization;Pattern Recognition;2025-01
2. A pseudo-label supervised graph fusion attention network for drug–target interaction prediction;Expert Systems with Applications;2025-01
3. PHCDTI: A multichannel parallel high-order feature crossover model for DTIs prediction;Expert Systems with Applications;2024-12
4. Enhancing Drug-Target Binding Affinity Prediction through Deep Learning and Protein Secondary Structure Integration;Current Bioinformatics;2024-12
5. Drug–target binding affinity prediction model based on multi-scale diffusion and interactive learning;Expert Systems with Applications;2024-12
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3