A machine learning approach to predict healthcare-associated infections at intensive care unit admission: findings from the SPIN-UTI project
Martina Barchitta, Andrea Maugeri, Giuliana Favara, Paolo Marco Riela, Giovanni Gallo, I Mura, Antonella Agodi
Topics & Concepts
MedicineReceiver operating characteristicIntensive care unitIntensive careEmergency medicineSAPS IIIntensive care medicineMachine learningPsychological interventionHealth careArea under the curveAPACHE IIInternal medicinePsychiatryEconomic growthComputer scienceEconomicsNosocomial Infections in ICUSepsis Diagnosis and TreatmentSurgical site infection prevention