Transfer learning enables identification of multiple types of RNA modifications using nanopore direc...
Transfer learning enables identification of multiple types of RNA modifications using nanopore direct RNA sequencing
About this item
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Author / Creator
Wu, You , Shao, Wenna , Yan, Mengxiao , Wang, Yuqin , Xu, Pengfei , Huang, Guoqiang , Li, Xiaofei , Gregory, Brian D. , Yang, Jun , Wang, Hongxia and Yu, Xiang
Publisher
London: Nature Publishing Group UK
Journal title
Language
English
Formats
Publication information
Publisher
London: Nature Publishing Group UK
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Scope and Contents
Contents
Nanopore direct RNA sequencing (DRS) has emerged as a powerful tool for RNA modification identification. However, concurrently detecting multiple types of modifications in a single DRS sample remains a challenge. Here, we develop TandemMod, a transferable deep learning framework capable of detecting multiple types of RNA modifications in single DRS...
Alternative Titles
Full title
Transfer learning enables identification of multiple types of RNA modifications using nanopore direct RNA sequencing
Authors, Artists and Contributors
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Record Identifier
TN_cdi_doaj_primary_oai_doaj_org_article_b5d091aa0e8e455db111bf8ec629f9cb
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_b5d091aa0e8e455db111bf8ec629f9cb
Other Identifiers
ISSN
2041-1723
E-ISSN
2041-1723
DOI
10.1038/s41467-024-48437-4
