Prediction of ciprofloxacin resistance in hospitalized patients using machine learning

Abstract

Mintz et al. develop machine learning models to predict the probability of ciprofloxacin resistance in hospitalized patients. Resistance of previous infections, prior location of patients, sex and recent resistance frequencies in the hospital impact the probability of ciprofloxacin resistance in each patient.