Volumetric macromolecule identification in cryo-electron tomograms using capsule networks

BACKGROUND: 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 meth...

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Detalles Bibliográficos
Autores principales: Hajarolasvadi, Noushin, Sunkara, Vikram, Khavnekar, Sagar, Beck, Florian, Brandt, Robert, Baum, Daniel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9429335/
https://www.ncbi.nlm.nih.gov/pubmed/36042418
http://dx.doi.org/10.1186/s12859-022-04901-w

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9429335/
https://www.ncbi.nlm.nih.gov/pubmed/36042418
http://dx.doi.org/10.1186/s12859-022-04901-w

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