AI Use Case
Identify risk of hospital acquired infections such as sepsis
Reduce hospital-acquired infections (e.g. pneumonia, sepsis, urinary tract infection and surgical site infection) by identifying risk and suggesting appropriate responses.
Risk reduction - Patient outcomes,Risk reduction - Mortality rate,Operational Support - Demand forecasting
St. Michael’s Hospital (University of Toronto)~St. Michael’s Hospital predicts onset of sepsis among ICU patients with 90% accuracy using learning evolutionary algorithm framework
Healthcare Providers And Services
Structured / Semi-structured,Time series
ML Task - Prediction - Binary Classification,ML Task - Prediction - Regression,Machine Learning (ML)