Nature Methods · 2024 · 1K citations · 53 references
Life SciencesBioinformaticsComputer ScienceArtificial IntelligenceComputational BiologyMachine LearningMulti-omics Data FusionMulti-omics Data PreprocessingOmics Data IntegrationSingle-cell ClusteringSingle-cell GenomicsSingle-cell Multi-omics IntegrationIntegration Of Single-cell DatasetsSingle-cell Multi-omics InterpretationSingle-cell Network InferenceSingle-cell Omics AnalysisSingle-cell Omics Integration
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Integrated analysis of multimodal single-cell data
Yuhan Hao, Stephanie Hao, Erica Andersen‐Nissen et al. · Cell · 2021 · 16K citations · Full text
Fast, sensitive and accurate integration of single-cell data with Harmony
Ilya Korsunsky, Nghia Millard, Jean Fan et al. · Nature Methods · 2019 · 10.5K citations · Full text
Spatial reconstruction of single-cell gene expression data
Rahul Satija, Jeffrey A. Farrell, David Gennert et al. · Nature Biotechnology · 2015 · 7.7K citations · Full text