Clinical notes as prognostic markers of mortality associated with diabetes mellitus following critical care: A retrospective cohort analysis using machine learning and unstructured big data
Kushan De Silva, Noel Mathews, Helena Teede, Andrew Forbes, Daniel Jönsson, Ryan T. Demmer, Joanne Enticott
Topics & Concepts
MedicineLogistic regressionCohortDiabetes mellitusRetrospective cohort studyInternal medicineMortality rateArtificial intelligenceMachine learningEmergency medicineIntensive care medicineComputer scienceEndocrinologySepsis Diagnosis and TreatmentMachine Learning in HealthcareHyperglycemia and glycemic control in critically ill and hospitalized patients