Volumetric macromolecule identification in cryo-electron tomograms using capsule networks
Volumetric macromolecule identification in cryo-electron tomograms using capsule networks
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Publisher
London: BioMed Central Ltd
Journal title
Language
English
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Publisher
London: BioMed Central Ltd
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Scope and Contents
Contents
Despite recent advances in cellular cryo-electron tomography (CET), developing automated tools for macromolecule identification in submolecular resolution remains challenging due to the lack of annotated data and high structural complexities. To date, the extent of the deep learning methods constructed for this problem is limited to conventional Co...
Alternative Titles
Full title
Volumetric macromolecule identification in cryo-electron tomograms using capsule networks
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Record Identifier
TN_cdi_doaj_primary_oai_doaj_org_article_0b83bdb32ec846448dd7d390138cc366
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_0b83bdb32ec846448dd7d390138cc366
Other Identifiers
ISSN
1471-2105
E-ISSN
1471-2105
DOI
10.1186/s12859-022-04901-w
