DMoVGPE: predicting gut microbial associated metabolites profiles with deep mixture of variational Gaussian Process experts

Abstract Background Understanding the metabolic activities of the gut microbiome is vital for deciphering its impact on human health. While direct measurement of these metabolites through metabolomics is effective, it is often expensive and time-consuming. In contrast, microbial composition data obt...

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Bibliographic Details
Main Authors: Qinghui Weng, Mingyi Hu, Guohao Peng, Jinlin Zhu
Format: Article
Language:English
Published: BMC 2025-03-01
Series:BMC Bioinformatics
Subjects:
Online Access:https://doi.org/10.1186/s12859-025-06110-7
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