Deep Learning for Rapid Identification of Microbes Using Metabolomics Profiles

Rapid detection of viable microbes remains a challenge in fields such as microbial food safety. We here present the application of deep learning algorithms to the rapid detection of pathogenic and non-pathogenic microbes using metabolomics data. Microbes were incubated for 4 h in a protein-free defi...

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Bibliographic Details
Main Authors: Danhui Wang, Peyton Greenwood, Matthias S. Klein
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Metabolites
Subjects:
Online Access:https://www.mdpi.com/2218-1989/11/12/863