Prediction of methicillin-resistant Staphylococcus aureus and carbapenem-resistant Klebsiella pneumoniae from flagged blood cultures by combining rapid Sepsityper MALDI-TOF mass spectrometry with machine learning
Jiaxin Yu, Hsiu-Hsien Lin, Kun-Hao Tseng, Yu-Tzu Lin, Wei-Cheng Chen, Ni Tien, Chia-Fong Cho, Shinn‐Jye Liang, Lu-Ching Ho, Yow‐Wen Hsieh, Kai‐Cheng Hsu, Mao‐Wang Ho, Po‐Ren Hsueh, Der‐Yang Cho, Der‐Yang Cho
Topics & Concepts
Klebsiella pneumoniaeStaphylococcus aureusMicrobiologyMatrix-assisted laser desorption/ionizationBlood cultureMethicillin-resistant Staphylococcus aureusMedicineAntibioticsEscherichia coliBiologyChemistryBacteriaGeneticsOrganic chemistryDesorptionAdsorptionGeneBiochemistryBacterial Identification and Susceptibility TestingGenomics and Phylogenetic StudiesMetabolomics and Mass Spectrometry Studies