Discrimination of Methicillin-resistant <i>Staphylococcus aureus</i> by MALDI-TOF Mass Spectrometry with Machine Learning Techniques in Patients with <i>Staphylococcus aureus</i> Bacteremia

Discrimination of Methicillin-resistant <i>Staphylococcus aureus</i> by MALDI-TOF Mass Spectrometry with Machine Learning Techniques in Patients with <i>Staphylococcus aureus</i> Bacteremia

Early administration of proper antibiotics is considered to improve the clinical outcomes of <i>Staphylococcus aureus</i> bacteremia (SAB), but routine clinical antimicrobial susceptibility testing takes an additional 24 h after species identification. Recent studies elucidated matrix-as...

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Bibliographic Details
Main Authors: Po-Hsin Kong, Cheng-Hsiung Chiang, Ting-Chia Lin, Shu-Chen Kuo, Chien-Feng Li, Chao A. Hsiung, Yow-Ling Shiue, Hung-Yi Chiou, Li-Ching Wu, Hsiao-Hui Tsou
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:Pathogens
Subjects:
methicillin-resistant <i>Staphylococcus aureus</i>
<i>Staphylococcus aureus</i> bacteremia
antimicrobial susceptibility testing
MALDI-TOF MS
machine learning
binning method
Online Access:https://www.mdpi.com/2076-0817/11/5/586

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