Capturing the dynamics of microbial interactions through individual-specific networks

Longitudinal analysis of multivariate individual-specific microbiome profiles over time or across conditions remains dauntin. Most statistical tools and methods that are available to study microbiomes are based on cross-sectional data. Over the past few years, several attempts have been made to mode...

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Bibliographic Details

Published in:	Frontiers in microbiology Vol. 14; p. 1170391
Main Authors:	Yousefi, Behnam, Melograna, Federico, Galazzo, Gianluca, van Best, Niels, Mommers, Monique, Penders, John, Schwikowski, Benno, Van Steen, Kristel
Format:	Journal Article
Language:	English
Published:	Switzerland Frontiers Media 15.05.2023 Frontiers Media S.A
Subjects:	Bioinformatics Computer Science encoder-decoder neural network individual-specific networks longitudinal microbiome analysis microbial neighborhood dynamics Microbiology network representation learning network representation learning encoder-decoder neural network individual-specific networks longitudinal microbiome analysis microbial neighborhood dynamics
ISSN:	1664-302X, 1664-302X
Online Access:	Get full text
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