scJoint integrates atlas-scale single-cell RNA-seq and ATAC-seq data with transfer learning
Lin Y, Wu T, Wan S, Yang J, Wong W, Wang Y. scJoint integrates atlas-scale single-cell RNA-seq and ATAC-seq data with transfer learning. Nature Biotechnology 2022, 40: 703-710. PMID: 35058621, PMCID: PMC9186323, DOI: 10.1038/s41587-021-01161-6.Peer-Reviewed Original ResearchConceptsData modalitiesTransfer learning methodDifferent data modalitiesSingle-cell multiomics dataTransfer learningUnlabeled dataMultimodal datasetLeverage informationNeural networkLearning methodsData compositionLabel transferLabel accuracyJoint visualizationHeterogeneous collectionPromising resultsUnprecedented paceVisualizationFrameworkMultiomics dataScRNA-seq dataDatasetNetworkScATAC-seq dataCell atlases