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Detecting operons in bacterial genomes via visual representation learning

Contiguous genes in prokaryotes are often arranged into operons. Detecting operons plays a critical role in inferring gene functionality and regulatory networks. Human experts annotate operons by visually inspecting gene neighborhoods across pileups of related genomes. These visual representations c...

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Detalles Bibliográficos
Autores principales: Assaf, Rida, Xia, Fangfang, Stevens, Rick
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7822928/
https://www.ncbi.nlm.nih.gov/pubmed/33483546
http://dx.doi.org/10.1038/s41598-021-81169-9