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Simultaneous quantitative analysis of Escherichia coli, Staphylococcus aureus and Salmonella typhimurium using surface-enhanced Raman spectroscopy coupled with partial least squares regression and artificial neural networks

Yuwen Zhao, Zeshuai Zhang, Ying Ning, Peiqi Miao, Zheng Li, Haixia Wang

2023Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy30 citationsDOI

Topics & Concepts

Partial least squares regressionSalmonellaEscherichia coliStaphylococcus aureusArtificial neural networkSurface-enhanced Raman spectroscopyPathogenic bacteriaBiological systemRaman spectroscopyChemistryMaterials scienceBacteriaBiologyArtificial intelligenceComputer scienceMachine learningOpticsBiochemistryRaman scatteringPhysicsGeneticsGeneSpectroscopy Techniques in Biomedical and Chemical ResearchBiosensors and Analytical DetectionGold and Silver Nanoparticles Synthesis and Applications
Simultaneous quantitative analysis of Escherichia coli, Staphylococcus aureus and Salmonella typhimurium using surface-enhanced Raman spectroscopy coupled with partial least squares regression and artificial neural networks | Litcius