Fig. 1

An overview of epiConv algorithm. a Workflow of calculating similarity matrix between single cells. The similarity matrix is calculated by matrix product of feature by cell matrix M and is normalized by library size. Downstream analyses are applied on normalized similarity matrix. b Workflow of batch correction. EpiConv removes the batch effects through linear correction on the r Eigen vectors of the similarity matrix.