An accurate and robust imputation method scImpute for single-cell RNA-seq data
Despite being widely performed in exploring cell heterogeneity and gene expression stochasticity, single cell RNA-seq analysis is complicated by excess zero counts (dropouts). Here, Li and Li develop scImpute for statistical imputation of dropouts in scRNA-seq data.
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Nature Publishing Group
2018-03-01
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| Series: | Nature Communications |
| Online Access: | https://doi.org/10.1038/s41467-018-03405-7 |