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LGTM: Gaussian process modulated neural topic modeling for longitudinal microbiome.

Xiao Yuan et al.
PubMed · Papers · License: CC BY 4.0
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bacteriahumanslongitudinal-studiesmodelsstatistical
Longitudinal microbiome data are key to understanding the dynamics of microbial communities and their relationships with the host and environment. However, analysis of such data is challenging due to high dimensionality, compositionality, irregular sampling and temporal dependencies on external cova
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