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We report a label-free surface-enhanced Raman scattering method for identification of methicillin-susceptible  Staphylococcus aureus  and methicillin-resistant  Staphylococcus aureus  based on aptamer-guided AgNP enhancement and convolutional neural network classification.

Rapid SERS identification of methicillin-susceptible and methicillin-resistant Staphylococcus aureus via aptamer recognition and deep learning