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An interpretable deep-learning architecture of capsule networks for identifying cell-type gene expression programs from single-cell RNA-sequencing data

Lifei Wang, Rui Nie, Zeyang Yu, Ruyue Xin, Caihong Zheng, Zhang Zhang, Jiang Zhang, Jun Cai

2020Nature Machine Intelligence61 citationsDOI

Topics & Concepts

Computational biologyCell typeRNAGeneTranscriptomeBiologyDeep learningRNA-SeqCellArtificial intelligenceGene expressionIdentification (biology)Computer scienceGeneticsBotanySingle-cell and spatial transcriptomicsGene Regulatory Network AnalysisCRISPR and Genetic Engineering
An interpretable deep-learning architecture of capsule networks for identifying cell-type gene expression programs from single-cell RNA-sequencing data | Litcius