Nondestructive and multiplex differentiation of pathogenic microorganisms from spoilage microflora on seafood using paper chromogenic array and neural network

Food Research International(2022)

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摘要
•Paper chromogenic array (PCA) integrated with machine learning (ML) was developed.•PCA exhibit distinguishable pattern shifts when reacting volatile metabolites.•PCA pattern recognition achieved using a cross-validated neural network.•PCA accurately identify multiplexed pathogens from indigenous microflora.•The nondestructive PCA-ML holds great potential as a smart food safety system.
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关键词
Seafood,Pathogen,Amine,Paper chromogenic array,Machine learning,Neural network
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