Discrimination of hazardous bacteria with combination laser-induced breakdown spectroscopy and statistical methods

Real-time biohazard detectors must be developed to facilitate the rapid implementation of appropriate protective measures against foodborne pathogens. Laser-induced breakdown spectroscopy (LIBS) is a promising technique for the real-time detection of hazardous bacteria (HB) in the field. However, di...

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Veröffentlicht in:	Applied optics (2004) 2020-02, Vol.59 (5), p.1329-1337
Hauptverfasser:	Zhao, Yu, Wang, Qianqian, Cui, Xutai, Teng, Geer, Wei, Kai, Liu, Haida
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks Bacillus cereus - chemistry Bacillus cereus - classification Bacteria Bacteria - chemistry Bacteria - classification Carbon - analysis Discrimination E coli Escherichia coli - chemistry Escherichia coli - classification Genetic algorithms Hydrogen - analysis Laser induced breakdown spectroscopy Lasers Models, Statistical Neural Networks, Computer Nitrogen - analysis Oxygen - analysis Principal Component Analysis Principal components analysis Real time Spectrum analysis Spectrum Analysis - instrumentation Spectrum Analysis - methods Staphylococcus aureus - chemistry Staphylococcus aureus - classification Statistical methods Substrates Support Vector Machine Support vector machines Trace Elements - analysis Trace metals
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