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Accuracy and data efficiency in deep learning models of protein expression

Synthetic biology often involves engineering microbial strains to express high-value proteins. Thanks to progress in rapid DNA synthesis and sequencing, deep learning has emerged as a promising approach to build sequence-to-expression models for strain optimization. But such models need large and co...

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Detalles Bibliográficos
Autores principales: Nikolados, Evangelos-Marios, Wongprommoon, Arin, Aodha, Oisin Mac, Cambray, Guillaume, Oyarzún, Diego A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9751117/
https://www.ncbi.nlm.nih.gov/pubmed/36517468
http://dx.doi.org/10.1038/s41467-022-34902-5

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