Cronos: A Machine Learning Pipeline for Description and Predictive Modeling of Microbial Communities Over Time

Microbial time-series analysis, typically, examines the abundances of individual taxa over time and attempts to assign etiology to observed patterns. This approach assumes homogeneous groups in terms of profiles and response to external effectors. These assumptions are not always fulfilled, especial...

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Bibliographic Details
Main Authors: Aristeidis Litos, Evangelia Intze, Pavlos Pavlidis, Ilias Lagkouvardos
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-08-01
Series:Frontiers in Bioinformatics
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fbinf.2022.866902/full