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.
Main Authors: | , , , |
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Format: | Article |
Language: | English |
Published: |
Nature Portfolio
2022-04-01
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Series: | Nature Communications |
Online Access: | https://doi.org/10.1038/s41467-022-29843-y |