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Accurate prediction of antimicrobial resistance and genetic marker of Staphylococcus aureus clinical isolates using MALDI-TOF MS and machine learning - across DRIAMS and Taiwan database.

International journal of antimicrobial agents 39244164
BACKGROUND: The use of matrix-assisted laser desorption/ionisation-time-of-flight mass spectra (MALDI-TOF MS) with machine learning (ML) has been explored for predicting antimicrobial resistance. This study evaluates the effectiveness of MALDI-TOF MS...
Anti-Bacterial Agents Bacterial Proteins Databases, Factual Drug Resistance, Bacterial Genetic Markers Humans Machine Learning Microbial Sensitivity Tests Oxacillin Penicillin-Binding Proteins Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization Staphylococcal Infections Staphylococcus aureus Taiwan
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