SCGP conditions glucose forecasts on a per-subject embedding learned from basal insulin, bolus insulin, and carbohydrate data, reporting improved adverse-event detection on OhioT1DM and DiaTrend.
Bgformer: An improved informer model to enhance blood glucose prediction,
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Subject-Conditioned Glucose Forecasting in Type-1 Diabetes
SCGP conditions glucose forecasts on a per-subject embedding learned from basal insulin, bolus insulin, and carbohydrate data, reporting improved adverse-event detection on OhioT1DM and DiaTrend.