Translation of Machine Learning-Based Prediction Algorithms to Personalised Empiric Antibiotic Selection: A Population-Based Cohort Study
Chungsoo Kim, Young Hwa Choi, Jung Yoon Choi, Hee Jung Choi, Rae Woong Park, Sandy Jeong Rhie
Topics & Concepts
MedicineCefepimeInternal medicineSulbactamAmpicillinImipenemPiperacillinTazobactamReceiver operating characteristicLogistic regressionPopulationAlgorithmAntibioticsAntibiotic resistanceBiologyMicrobiologyMathematicsEnvironmental healthPseudomonas aeruginosaBacteriaGeneticsUrinary Tract Infections ManagementBacterial Identification and Susceptibility TestingAntimicrobial Resistance in Staphylococcus