PubMed · 2022 · 23 citations · 22 references
Life SciencesBioinformaticsBiostatisticsComputational BiologyData MiningSingle-cell BioinformaticsCluster DetectionInferential StatisticsSingle-cell ClusteringSingle-cell Rna Sequencing AnalysisStatistical InferenceClusteringK-means ClusteringOne-sided Hypothesis TestsSingle-cell Rna SequencingTwo-sided Hypothesis Tests
-means clustering in finite samples, and can be efficiently computed. We apply our proposal on hand-written digits data and on single-cell RNA-sequencing data.
22
Comprehensive Integration of Single-Cell Data
Tim Stuart, Andrew Butler, Paul Hoffman et al. · Cell · 2019 · 16.9K citations · Full text
Massively parallel digital transcriptional profiling of single cells
Grace Zheng, Jessica M. Terry, Phillip Belgrader et al. · Nature Communications · 2017 · 7.8K citations · Full text
The “independent components” of natural scenes are edge filters
Anthony J. Bell, T. J. Sejnowski · Vision Research · 1997 · 2.3K citations
Single-cell messenger RNA sequencing reveals rare intestinal cell types
Dominic Grün, Anna Lyubimova, Lennart Kester et al. · Nature · 2015 · 1.3K citations