Cargando…

Zero-shot-capable identification of phage–host relationships with whole-genome sequence representation by contrastive learning

Accurately identifying phage–host relationships from their genome sequences is still challenging, especially for those phages and hosts with less homologous sequences. In this work, focusing on identifying the phage–host relationships at the species and genus level, we propose a contrastive learning...

Descripción completa

Detalles Bibliográficos
Autores principales: Zhang, Yao-zhong, Liu, Yunjie, Bai, Zeheng, Fujimoto, Kosuke, Uematsu, Satoshi, Imoto, Seiya
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10516345/
https://www.ncbi.nlm.nih.gov/pubmed/37466138
http://dx.doi.org/10.1093/bib/bbad239