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Genomic style: yet another deep-learning approach to characterize bacterial genome sequences

MOTIVATION: Biological sequence classification is the most fundamental task in bioinformatics analysis. For example, in metagenome analysis, binning is a typical type of DNA sequence classification. In order to classify sequences, it is necessary to define sequence features. The k-mer frequency, bas...

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Detalles Bibliográficos
Autores principales: Yoshimura, Yuka, Hamada, Akifumi, Augey, Yohann, Akiyama, Manato, Sakakibara, Yasubumi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9710696/
https://www.ncbi.nlm.nih.gov/pubmed/36700086
http://dx.doi.org/10.1093/bioadv/vbab039