Title
scLRTD : A Novel Low Rank Tensor Decomposition Method for Imputing Missing Values in Single-Cell Multi-Omics Sequencing Data
Abstract
With the successful application of single-cell sequencing technology, a large number of single-cell multi-omics sequencing (scMO-seq)data have been generated, which enables researchers to study heterogeneity between individual cells. One prominent problem in single-cell data analysis is the prevalence of dropouts, caused by failures in amplification during the experiments. It is necessary to devel...
Year
DOI
Venue
2022
10.1109/TCBB.2020.3025804
IEEE/ACM Transactions on Computational Biology and Bioinformatics
Keywords
DocType
Volume
Tensile stress,Sequential analysis,Gene expression,Genomics,Bioinformatics,Arrays,Nickel
Journal
19
Issue
ISSN
Citations 
2
1545-5963
0
PageRank 
References 
Authors
0.34
0
4
Name
Order
Citations
PageRank
Zhijie Ni100.34
Xiaoying Zheng200.34
Xiao Zheng300.34
Xiufen Zou427225.44