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Nucleotide augmentation for machine learning-guided protein engineering

SUMMARY: Machine learning-guided protein engineering is a rapidly advancing field. Despite major experimental and computational advances, collecting protein genotype (sequence) and phenotype (function) data remains time- and resource-intensive. As a result, the quality and quantity of training data...

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Detalles Bibliográficos
Autores principales: Minot, Mason, Reddy, Sai T
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9843584/
https://www.ncbi.nlm.nih.gov/pubmed/36698759
http://dx.doi.org/10.1093/bioadv/vbac094