Articles with "scdeepsort" as a keyword



scDeepSort: a pre-trained cell-type annotation method for single-cell transcriptomics using deep learning with a weighted graph neural network.

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Published in 2021 at "Nucleic acids research"

DOI: 10.1093/nar/gkab775

Abstract: Advances in single-cell RNA sequencing (scRNA-seq) have furthered the simultaneous classification of thousands of cells in a single assay based on transcriptome profiling. In most analysis protocols, single-cell type annotation relies on marker genes or… read more here.

Keywords: single cell; cell; type annotation; scdeepsort ... See more keywords