Topological Data Analysis Highlights Novel Geographical Signatures of the Human Gut Microbiome

Background: There is growing interest in the connection between the gut microbiome and human health and disease. Conventional approaches to analyse microbiome data typically entail dimensionality reduction and assume linearity of the observed relationships, however, the microbiome is a highly comple...

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Bibliographic Details
Main Authors: Eva Lymberopoulos, Giorgia Isabella Gentili, Muhannad Alomari, Nikhil Sharma
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-08-01
Series:Frontiers in Artificial Intelligence
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/frai.2021.680564/full