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
BACKGROUND: Clinical notes are ubiquitous resources offering potential value in optimizing critical care via data mining technologies.OBJECTIVE: To determine the predictive value of clinical notes as prognostic markers of 1-year all-cause mortality among people with diabetes following critical care.MATERIALS AND METHODS: Mortality of diabetes patients were predicted using three cohorts of clinical