Simultaneous deep generative modelling and clustering of single-cell genomic data
Liu Q, Chen S, Jiang R, Wong W. Simultaneous deep generative modelling and clustering of single-cell genomic data. Nature Machine Intelligence 2021, 3: 536-544. PMID: 34179690, PMCID: PMC8223760, DOI: 10.1038/s42256-021-00333-y.Peer-Reviewed Original ResearchSingle-cell genomic dataSingle-cell ATAC-seqScATAC-seq dataChromatin accessibility landscapeSingle cell dataIntegrated analysisSingle-cell technologiesDeep generative neural networksLarge-scale profilingGenerative neural networkATAC-seqScATAC-seqGenerative adversarial networkSingle-cell levelGenomic dataDeep generative modelsState of cellsBiological cell typesAccessibility landscapeLatent representationAdversarial networkLatent featuresNeural networkCell typesDownstream applications
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