Gene-based microbiome representation enhances host phenotype classification

Gene-based microbiome representation enhances host phenotype classification

ABSTRACT With the concomitant advances in both the microbiome and machine learning fields, the gut microbiome has become of great interest for the potential discovery of biomarkers to be used in the classification of the host health status. Shotgun metagenomics data derived from the human microbiome...

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Bibliographic Details
Main Authors: Thomas Deschênes, Fred Wilfried Elom Tohoundjona, Pier-Luc Plante, Vincenzo Di Marzo, Frédéric Raymond
Format: Article
Language:English
Published: American Society for Microbiology 2023-08-01
Series:mSystems
Subjects:
microbiome
machine learning
metagenomics
shotgun microbiome
feature selection
gene clusters
Online Access:https://journals.asm.org/doi/10.1128/msystems.00531-23

Internet

https://journals.asm.org/doi/10.1128/msystems.00531-23

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