Title | ||
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scLRTD : A Novel Low Rank Tensor Decomposition Method for Imputing Missing Values in Single-Cell Multi-Omics Sequencing Data |
Abstract | ||
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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 Ni | 1 | 0 | 0.34 |
Xiaoying Zheng | 2 | 0 | 0.34 |
Xiao Zheng | 3 | 0 | 0.34 |
Xiufen Zou | 4 | 272 | 25.44 |