Mapping single-cell data to reference atlases by transfer learning
Mapping single-cell data to reference atlases by transfer learning
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Publisher
New York: Nature Publishing Group US
Journal title
Language
English
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Publisher
New York: Nature Publishing Group US
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Scope and Contents
Contents
Large single-cell atlases are now routinely generated to serve as references for analysis of smaller-scale studies. Yet learning from reference data is complicated by batch effects between datasets, limited availability of computational resources and sharing restrictions on raw data. Here we introduce a deep learning strategy for mapping query data...
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Full title
Mapping single-cell data to reference atlases by transfer learning
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Record Identifier
TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_8763644
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_8763644
Other Identifiers
ISSN
1087-0156,1546-1696
E-ISSN
1546-1696
DOI
10.1038/s41587-021-01001-7
