Prediction of Hypoglycemia During Aerobic Exercise in Adults With Type 1 Diabetes

55 adults with Type 1 Diabetes (43 in training set with 154 exercise observations, 12 in validation set with 90 exercise observations) using sensor augmented pump therapy, automated insulin delivery therapy, or automated insulin and glucagon therapy

Hypoglycemia prediction algorithms (Model 1: decision tree using heart rate and glucose; Model 2: random forest model)

Accuracy of predicting hypoglycemia during aerobic exercise