A deep siamese neural network improves metagenome-assembled genomes in microbiome datasets across different environments

Here, the authors present SemiBin, a siamese deep neural network framework that incorporates information from reference genomes, able to extract better metagenome-assembled genomes (MAGs) in several host-associated and environmental habitats.

Bibliographic Details
Main Authors: Shaojun Pan, Chengkai Zhu, Xing-Ming Zhao, Luis Pedro Coelho
Format: Article
Language:English
Published: Nature Portfolio 2022-04-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-022-29843-y