Discovering Potential Taxonomic Biomarkers of Type 2 Diabetes From Human Gut Microbiota via Different Feature Selection Methods

Discovering Potential Taxonomic Biomarkers of Type 2 Diabetes From Human Gut Microbiota via Different Feature Selection Methods

Human gut microbiota is a complex community of organisms including trillions of bacteria. While these microorganisms are considered as essential regulators of our immune system, some of them can cause several diseases. In recent years, next-generation sequencing technologies accelerated the discover...

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Bibliographic Details
Main Authors: Burcu Bakir-Gungor, Osman Bulut, Amhar Jabeer, O. Ufuk Nalbantoglu, Malik Yousef
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-08-01
Series:Frontiers in Microbiology
Subjects:
feature selection
metagenomic analysis
classification
machine learning
type 2 diabetes
human gut microbiome
Online Access:https://www.frontiersin.org/articles/10.3389/fmicb.2021.628426/full

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