Detection and Identification of Bacillus cereus, Bacillus cytotoxicus, Bacillus thuringiensis, Bacillus mycoides and Bacillus weihenstephanensis via Machine Learning Based FTIR Spectroscopy

The Bacillus cereus group comprises genetical closely related species with variable toxigenic characteristics. However, detection and differentiation of the B. cereus group species in routine diagnostics can be difficult, expensive and laborious since current species designation is linked to specifi...

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Detalhes bibliográficos
Principais autores: Murat Bağcıoğlu, Martina Fricker, Sophia Johler, Monika Ehling-Schulz
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2019-04-01
coleção:Frontiers in Microbiology
Assuntos:
Bacillus cereus
FTIR spectroscopy
machine learning
artificial neural networks
diagnostics
Acesso em linha:https://www.frontiersin.org/article/10.3389/fmicb.2019.00902/full
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