Visualization of Single Cell RNA-Seq Data Using t-SNE in R

Visualizing Data using t-SNE

Laurens van der Maaten, Geoffrey E. Hinton · Journal of Machine Learning Research · 2008 · 35.7K citations

Computing, Data Science, Visualization +13

Integrating single-cell transcriptomic data across different conditions, technologies, and species

Andrew Butler, Paul Hoffman, Peter Smibert et al. · Nature Biotechnology · 2018 · 14.7K citations · Full text

Life Sciences, Bioinformatics, Molecular Biology +14

Accelerating t-SNE using tree-based algorithms

Laurens van der Maaten · 2014 · 2.4K citations

Computing, Computer Science, Data Visualization +12

Single-Cell Mass Cytometry of Differential Immune and Drug Responses Across a Human Hematopoietic Continuum

Sean C. Bendall, Erin F. Simonds, Peng Qiu et al. · Science · 2011 · 2.4K citations

Life Sciences, Cell Biology, Immunology +11

viSNE enables visualization of high dimensional single-cell data and reveals phenotypic heterogeneity of leukemia

El-ad David Amir, Kara L. Davis, Michelle D. Tadmor et al. · Nature Biotechnology · 2013 · 1.6K citations · Full text

Life Sciences, Cancer Biology, Cell Biology +12