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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Bibliographic Details
Main Authors: Alqassem, I. (Author), Grazioli, F. (Author), Henschel, A. (Author), Meiser, A. (Author), Pileggi, G. (Author), Siarheyeu, R. (Author)
Format: Article
Language:English
Published: Public Library of Science 2022
Online Access:View Fulltext in Publisher