Recent advances in large-scale single-cell RNA-seq enable fine-grained characterization of phenotypically distinct cellular states in heterogeneous tissues. We present scScope, a scalable deep-learning-based approach that can accurately and rapidly identify cell-type composition from millions of noisy single-cell gene-expression profiles.

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http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6774994PMC
http://dx.doi.org/10.1038/s41592-019-0353-7DOI Listing

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