Adversarial and variational autoencoders improve metagenomic binning

Assembly of reads from metagenomic samples is a hard problem, often resulting in highly fragmented genome assemblies. Metagenomic binning allows us to reconstruct genomes by re-grouping the sequences by their organism of origin, thus representing a crucial processing step when exploring the biologic...

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Detalles Bibliográficos
Autores principales: Líndez, Pau Piera, Johansen, Joachim, Kutuzova, Svetlana, Sigurdsson, Arnor Ingi, Nissen, Jakob Nybo, Rasmussen, Simon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10590447/
https://www.ncbi.nlm.nih.gov/pubmed/37865678
http://dx.doi.org/10.1038/s42003-023-05452-3

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10590447/
https://www.ncbi.nlm.nih.gov/pubmed/37865678
http://dx.doi.org/10.1038/s42003-023-05452-3

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