AutoImpute: Autoencoder based imputation of single-cell RNA-seq data
Author:
Publisher
Springer Science and Business Media LLC
Subject
Multidisciplinary
Link
http://www.nature.com/articles/s41598-018-34688-x.pdf
Reference47 articles.
1. Kolodziejczyk, A., Kim, J. K., Svensson, V., Marioni, J. & Teichmann, S. The technology and biology of single-cell rna sequencing. Mol. Cell 58, 610–620, http://www.sciencedirect.com/science/article/pii/S1097276515002610 , 10.1016/j.molcel.2015.04.005 (2015).
2. Wang, Z., Gerstein, M. & Snyder, M. Rna-seq: a revolutionary tool for transcriptomics. Nat. reviews genetics 10, 57–63 (2009).
3. Wagner, A., Regev, A. & Yosef, N. Revealing the vectors of cellular identity with single-cell genomics. Nat. biotechnology 34, 1145–1160 (2016).
4. Rizzetto, S. et al. Impact of sequencing depth and read length on single-cell rna sequencing data of t cells. Sci. Reports 7, 12781 (2017).
5. Kalisky, T. et al. A brief review of single-cell transcriptomic technologies. Briefings functional genomics 17(1), 64–76 (2017).
Cited by 134 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. Tri-factorized Modular Hypergraph Autoencoder for Multimodal Semantic Analysis;SN Computer Science;2024-09-09
2. scRNMF: An imputation method for single-cell RNA-seq data by robust and non-negative matrix factorization;PLOS Computational Biology;2024-08-08
3. Single-cell omics: experimental workflow, data analyses and applications;Science China Life Sciences;2024-07-23
4. Deep learning-based clustering method for single-cell RNA data;2024 7th International Symposium on Autonomous Systems (ISAS);2024-05-07
5. Deep Learning in Single-cell Analysis;ACM Transactions on Intelligent Systems and Technology;2024-03-29
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