Effective binning of metagenomic contigs using contrastive multi-view representation learning

Abstract Contig binning plays a crucial role in metagenomic data analysis by grouping contigs from the same or closely related genomes. However, existing binning methods face challenges in practical applications due to the diversity of data types and the difficulties in efficiently integrating heter...

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Bibliographic Details
Main Authors: Ziye Wang, Ronghui You, Haitao Han, Wei Liu, Fengzhu Sun, Shanfeng Zhu
Format: Article
Language:English
Published: Nature Portfolio 2024-01-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-023-44290-z