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

oleh: Shaojun Pan, Chengkai Zhu, Xing-Ming Zhao, Luis Pedro Coelho

Format: Article
Diterbitkan: Nature Portfolio 2022-04-01

Deskripsi

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.