GrandPrix: scaling up the Bayesian GPLVM for single-cell data
Author:
Affiliation:
1. Division of Informatics, Imaging and Data Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
Funder
UK government
MRC
Wellcome Trust
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/35/1/47/27182950/bty533.pdf
Reference34 articles.
1. Accelerating scientific computations with mixed precision algorithms;Baboulin;Comput. Phys. Commun,2009
2. Understanding probabilistic sparse gaussian process approximations;Bauer;Advances in Neural Information Processing Systems,2016
3. High-dimensional analysis of the murine myeloid cell system;Becher;Nat. Immunol,2014
4. Single-cell trajectory detection uncovers progression and regulatory coordination in human b cell development;Bendall;Cell,2014
5. A novel approach for resolving differences in single-cell gene expression patterns from zygote to blastocyst;Buettner;Bioinformatics,2012
Cited by 41 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. Decoding changes in tumor‐infiltrating leukocytes through dynamic experimental models and single‐cell technologies;Immunology & Cell Biology;2024-06-10
2. Genetic association mapping leveraging Gaussian processes;Journal of Human Genetics;2024-06-04
3. The CD8+ T cell tolerance checkpoint triggers a distinct differentiation state defined by protein translation defects;Immunity;2024-06
4. A dynamical perspective: moving towards mechanism in single-cell transcriptomics;Philosophical Transactions of the Royal Society B: Biological Sciences;2024-03-04
5. Oscillatory differentiation dynamics fundamentally restricts the resolution of pseudotime reconstruction algorithms;Journal of The Royal Society Interface;2024-03
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