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Batch effects in single-cell RNA-sequencing data are corrected by matching mutual nearest neighbors

Batch effects in single-cell RNA-sequencing data are corrected by matching mutual nearest neighbors

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_6152897

Batch effects in single-cell RNA-sequencing data are corrected by matching mutual nearest neighbors

About this item

Full title

Batch effects in single-cell RNA-sequencing data are corrected by matching mutual nearest neighbors

Publisher

New York: Nature Publishing Group US

Journal title

Nature biotechnology, 2018-06, Vol.36 (5), p.421-427

Language

English

Formats

Publication information

Publisher

New York: Nature Publishing Group US

More information

Scope and Contents

Contents

Differences in gene expression between individual cells of the same type are measured across batches and used to correct technical artifacts in single-cell RNA-sequencing data.
Large-scale single-cell RNA sequencing (scRNA-seq) data sets that are produced in different laboratories and at different times contain batch effects that may compromise...

Alternative Titles

Full title

Batch effects in single-cell RNA-sequencing data are corrected by matching mutual nearest neighbors

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_6152897

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_6152897

Other Identifiers

ISSN

1087-0156

E-ISSN

1546-1696

DOI

10.1038/nbt.4091

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