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Imputation for Single-cell RNA-seq Data with Non-negative Matrix Factorization and Transfer Learning

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Single-cell RNA sequencing (scRNA-seq) has been proven to be an effective technology for investigating the heterogeneity and transcriptome dynamics due to the single-cell resolution. However, one of the major problems for data obtained by scRNA-seq is excessiv... ...