Prediction of impending central-line-associated bloodstream infections in hospitalized cardiac patients: development and testing of a machine-learning model
K. Bonello, Sitaram M. Emani, A Sörensen, Linda K. Shaw, Manasee Godsay, Marlòn Delgado, Francesca Sperotto, Mauricio Santillana, John N. Kheir
Topics & Concepts
MedicineBloodstream infectionCentral lineArea under the curveBlood streamCentral venous catheterIntensive care unitEndocarditisCoronary care unitBlood cultureInternal medicineEmergency medicineIntensive care medicineCatheterSurgeryAntibioticsMyocardial infarctionBiologyMicrobiologyCentral Venous Catheters and HemodialysisSepsis Diagnosis and TreatmentNosocomial Infections in ICU