Selected publications in 2020

scTSSR: gene expression recovery for single-cell RNA sequencing using two-side sparse self-representation.
YJin K, Ou-Yang L, Zhao XM, Yan H, Zhang XF.
Bioinformatics. (2019)

In this paper, we develop an imputation method, called scTSSR, to recover gene expression for scRNA-seq. Unlike most existing methods that impute dropout events by borrowing information across only genes or cells, scTSSR simultaneously leverages information from both similar genes and similar cells using a two-side sparse self-representation model. `