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FoldHSphere: deep hyperspherical embeddings for protein fold recognition

BACKGROUND: Current state-of-the-art deep learning approaches for protein fold recognition learn protein embeddings that improve prediction performance at the fold level. However, there still exists aperformance gap at the fold level and the (relatively easier) family level, suggesting that it might...

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Detalles Bibliográficos
Autores principales: Villegas-Morcillo, Amelia, Sanchez, Victoria, Gomez, Angel M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8507389/
https://www.ncbi.nlm.nih.gov/pubmed/34641786
http://dx.doi.org/10.1186/s12859-021-04419-7