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Design of synthetic promoters for cyanobacteria with generative deep-learning model

Deep generative models, which can approximate complex data distribution from large datasets, are widely used in biological dataset analysis. In particular, they can identify and unravel hidden traits encoded within a complicated nucleotide sequence, allowing us to design genetic parts with accuracy....

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Detalles Bibliográficos
Autores principales: Seo, Euijin, Choi, Yun-Nam, Shin, Ye Rim, Kim, Donghyuk, Lee, Jeong Wook
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10359606/
https://www.ncbi.nlm.nih.gov/pubmed/37246641
http://dx.doi.org/10.1093/nar/gkad451