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A deep siamese neural network improves metagenome-assembled genomes in microbiome datasets across different environments
- Source :
- Nature Communications, Vol 13, Iss 1, Pp 1-12 (2022)
- Publication Year :
- 2022
- Publisher :
- Nature Portfolio, 2022.
-
Abstract
- 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.
- Subjects :
- Science
Subjects
Details
- Language :
- English
- ISSN :
- 20411723
- Volume :
- 13
- Issue :
- 1
- Database :
- Directory of Open Access Journals
- Journal :
- Nature Communications
- Publication Type :
- Academic Journal
- Accession number :
- edsdoj.3d66df9610a447cf8e9b9acf728b7a73
- Document Type :
- article
- Full Text :
- https://doi.org/10.1038/s41467-022-29843-y