Nature Communications (Jan 2022)
Zero-preserving imputation of single-cell RNA-seq data
Abstract
Missing values in scRNA-seq datasets can bias their analysis. Here, the authors threshold the low rank approximation of the expression matrix, so false zeros can be imputed while true zeros are preserved.