Meeting
Abstract Number: 0116
SHM Converge 2025
Background: Individuals with diabetes have a 2–3 fold higher hospitalization rate compared to those without diabetes. During hospitalization, individuals with diabetes frequently experience elevated blood glucose levels (or, hyperglycemia) (1), which can increase monitoring by nurses and hospitalists, length of stay, and healthcare cost. Therefore, we sought to develop a machine learning model to predict [...]
Abstract Number: 0538
SHM Converge 2025
Case Presentation: A 56-year-old man with type 2 diabetes and hypertension presented to the ER with uncontrolled blood sugars, intermittent nausea, vomiting, fevers, and a 15-pound unintentional weight loss over one month. He was recently hospitalized with similar symptoms, started on insulin, and evaluated for fevers with negative blood and urine cultures, which were attributed [...]