A multi-center validation study on the discrimination of
FTIR – Fourier transform infrared spectroscopy
Legionella non-pneumophila
Legionella pneumophila sg. 2-15
Legionella pneumophila sg.1
SVM – support vector machine
machine learning
validation
Journal
Frontiers in microbiology
ISSN: 1664-302X
Titre abrégé: Front Microbiol
Pays: Switzerland
ID NLM: 101548977
Informations de publication
Date de publication:
2023
2023
Historique:
received:
25
01
2023
accepted:
20
03
2023
medline:
1
5
2023
pubmed:
1
5
2023
entrez:
1
5
2023
Statut:
epublish
Résumé
This study developed and validated a method, based on the coupling of Fourier-transform infrared spectroscopy (FT-IR) and machine learning, for the automated serotyping of
Identifiants
pubmed: 37125166
doi: 10.3389/fmicb.2023.1150942
pmc: PMC10133462
doi:
Types de publication
Journal Article
Langues
eng
Pagination
1150942Informations de copyright
Copyright © 2023 Tata, Marzoli, Cordovana, Tiengo, Zacometti, Massaro, Barco, Belluco and Piro.
Déclaration de conflit d'intérêts
MC was employed by Bruker Daltonic GmbH (the manufacturer of IR-Biotyper R). The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
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