High precision in protein contact prediction using fully convolutional neural networks and minimal sequence features
Author:
Affiliation:
1. Department of Computer Science, University College London, London, UK
2. Biomedical Data Science Laboratory, The Francis Crick Institute, London, UK
Funder
Francis Crick Institute
Cancer Research UK
UK Medical Research Council
Wellcome Trust
European Research Council Advanced Grant
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/34/19/3308/25839647/bty341.pdf
Reference55 articles.
1. Origins of coevolution between residues distant in protein 3D structures;Anishchenko;Proc. Natl. Acad. Sci. USA,2017
2. Learning generative models for protein fold families;Balakrishnan;Proteins Struct. Funct. Bioinf,2011
3. EigenTHREADER: analogous protein fold recognition by efficient contact map threading;Buchan;Bioinformatics,2017
Cited by 162 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. Unveiling the evolution of policies for enhancing protein structure predictions: A comprehensive analysis;Computers in Biology and Medicine;2024-09
2. Using Attention-UNet Models to Predict Protein Contact Maps;Journal of Computational Biology;2024-07-01
3. Neural dynamics of delayed feedback in robot teleoperation: insights from fNIRS analysis;Frontiers in Human Neuroscience;2024-06-17
4. Predicting hotspots for disease-causing single nucleotide variants using sequences-based coevolution, network analysis, and machine learning;PLOS ONE;2024-05-14
5. AttCON: With better MSAs and attention mechanism for accurate protein contact map prediction;Computers in Biology and Medicine;2024-02
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