Benchmarking atlas-level data integration in single-cell genomics
Benchmarking atlas-level data integration in single-cell genomics
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Cold Spring Harbor: Cold Spring Harbor Laboratory Press
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Language
English
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Publisher
Cold Spring Harbor: Cold Spring Harbor Laboratory Press
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Contents
Cell atlases often include samples that span locations, labs, and conditions, leading to complex, nested batch effects in data. Thus, joint analysis of atlas datasets requires reliable data integration. Choosing a data integration method is a challenge due to the difficulty of defining integration success. Here, we benchmark 38 method and preproces...
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Full title
Benchmarking atlas-level data integration in single-cell genomics
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TN_cdi_proquest_journals_2405930773
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2405930773
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E-ISSN
2692-8205
DOI
10.1101/2020.05.22.111161
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https://www.proquest.com/docview/2405930773?pq-origsite=primo&accountid=13902