Fig. 1From: DISSECT: deep semi-supervised consistency regularization for accurate cell type fraction and gene expression estimationA Illustration of the simulation procedure using reference single-cell data. The figure shows the simulation of one sample which consists of cell type fractions, simulated gene expression and cell type specific gene expression profiles (i.e., signature matrix). B Detailed overview of an MLP used to estimate cell type fractions. C Overview of an autoencoder used to estimate cell type specific gene expression profilesBack to article page