Detection of Staphylococcus aureus in milk samples using impedance spectroscopy and data processing with information visualization techniques and multidimensional calibration space.

Juliana Coatrini Soares,Andrey Coatrini Soares,Mario Popolin-Neto,Fernando Vieira Paulovich, Osvaldo N. Oliveira Jr, Luiz Henrique Caparelli Mattoso

Sensors and Actuators Reports（2022）

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摘要

•Low-cost immunosensors for Staphylococcus aureus detection (S.aureus) in milk.•LoD was between 0.26-1.8 CFU/mL for milk samples.•Tests can be made with portable instruments for point-of-care diagnostics•The immunosensor was selective for S.aureus, without false positive.•Multidimensional calibration space predicts S.aureus detection.

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关键词

Staphylococcus aureus,Mastitis,immunosensor,nanostructured film,machine learning

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