Microbiome-based disease prediction with multimodal variational information bottlenecks

Scientific research is shedding light on the interaction of the gut microbiome with the human host and on its role in human health. Existing machine learning methods have shown great potential in discriminating healthy from diseased microbiome states. Most of them leverage shotgun metagenomic sequen...

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Detalles Bibliográficos
Autores principales: Grazioli, Filippo, Siarheyeu, Raman, Alqassem, Israa, Henschel, Andreas, Pileggi, Giampaolo, Meiser, Andrea
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9022840/
https://www.ncbi.nlm.nih.gov/pubmed/35404958
http://dx.doi.org/10.1371/journal.pcbi.1010050

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9022840/
https://www.ncbi.nlm.nih.gov/pubmed/35404958
http://dx.doi.org/10.1371/journal.pcbi.1010050

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