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Increasing the accuracy of single sequence prediction methods using a deep semi-supervised learning framework

MOTIVATION: Over the past 50 years, our ability to model protein sequences with evolutionary information has progressed in leaps and bounds. However, even with the latest deep learning methods, the modelling of a critically important class of proteins, single orphan sequences, remains unsolved. RESU...

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Detalles Bibliográficos
Autores principales: Moffat, Lewis, Jones, David T
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8570780/
https://www.ncbi.nlm.nih.gov/pubmed/34213528
http://dx.doi.org/10.1093/bioinformatics/btab491