Searchable abstracts of presentations at key conferences in endocrinology

ea0099p287 | Diabetes, Obesity, Metabolism and Nutrition | ECE2024

Performance of a machine learning-based early warning system in hospitalized patients with diabetes mellitus

Caraballo Pedro , Fischer Karen , Rahman Parvez , Simon Gyorgy , Melton Genevieve , Salehinejad Hojjat , Borah Bijan , Regina Castro M.

Introduction: Diabetes mellitus is a risk factor for micro-macrovascular complications and increases the risk of hospitalization, and adverse events. Early detection of impending deterioration can prompt interventions and prevent adverse events. Early warning systems (EWS) combined with rapid response teams can mitigate adverse events in the hospital setting. Machine learning-based EWS can use electronic health record data and automatically alert the care team with enough time...