Machine Learning Identification of Specific Changes in Myeloid Cell Phenotype during Bloodstream Infections

An eight-color antibody panel was used to identify seven monocyte and two dendritic cell subsets. In the learning cohort, immunophenotyping was applied to control subjects, postoperative heart surgery patients, as a model of noninfectious inflammatory responses, and blood culture-positive patients.