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Deep learning of a bacterial and archaeal universal language of life enables transfer learning and illuminates microbial dark matter

The majority of microbial genomes have yet to be cultured, and most proteins identified in microbial genomes or environmental sequences cannot be functionally annotated. As a result, current computational approaches to describe microbial systems rely on incomplete reference databases that cannot ade...

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Detalles Bibliográficos
Autores principales: Hoarfrost, A., Aptekmann, A., Farfañuk, G., Bromberg, Y.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9095714/
https://www.ncbi.nlm.nih.gov/pubmed/35545619
http://dx.doi.org/10.1038/s41467-022-30070-8