Single cell RNA-seq denoising using a deep count autoencoder
Update: This paper has now been published at Nature Communications. “Single cell RNA-seq denoising using a deep count autoencoder” by Gokcen Eraslan, Lukas M. Simon (both first-authors contributed equally), Maria Mircea, Nikola S. Mueller, Fabian J. Theis. https://doi.org/10.1101/300681 I selected this article for review for two reasons: I work with single-cell RNA-Sequencing (scRNA-seq) data quite a bit and I have a general interest in methods that remove technical sources of variation from it. »
