MiMeJF: Application of Coupled Matrix and Tensor Factorization (CMTF) for Enhanced Microbiome-Metabolome Multi-Omic Analysis

MiMeJF: Application of Coupled Matrix and Tensor Factorization (CMTF) for Enhanced Microbiome-Metabolome Multi-Omic Analysis

<b>Background/Objectives</b>: The integration of microbiome and metabolome data could unveil profound insights into biological processes. However, widely used multi-omic data analyses often employ a stepwise mining approach, failing to harness the full potential of multi-omic datasets an...

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Bibliographic Details
Main Authors: Zheyuan Ou, Xi Fu, Dan Norbäck, Ruqin Lin, Jikai Wen, Yu Sun
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Metabolites
Subjects:
biomarker identification
latent factor
dimension reduction
functional pathway analysis
multi-omics analysis
Online Access:https://www.mdpi.com/2218-1989/15/1/51
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