Rapid Detection of Carbapenem-Resistant Klebsiella pneumoniae Using Machine Learning and MALDI-TOF MS Platform - Wang, Jinyu; Xia, Cuiping; Wu, Yue; Tian, Xin; Zhang, Ke; Wang, Zhongxin (Infection and drug resistance, 2022)
Keywords: Accuracy; Algorithms; Antibiotics; Antimicrobial agents; Bacterial pneumonia; Classification; Data processing; Drug resistance; Feature selection; Imipenem; Ionization; Ions; Klebsiella pneumoniae; Learning algorithms; Machine learning; maldi-tof ms; Mass spectrometry; Mass spectroscopy; Original Research; Pneumonia; Scientific imaging; Software; Support vector machines; svm; svm-k; China; France