Stillwater (Canada)

Blood Glucose Forecasting on OhioT1DM: Evaluation-Protocol Effects, Tree Baselines, and Limited Incremental Predictive Value of Heart Rate

The forecasting accuracy on the OhioT1DM benchmark for blood glucose varies widely between reports, and differences in the evaluation protocols employed limit comparability across studies. Using the six participants of the 2018 cohort, this study held one gradient-boosted tree co...

Blood Glucose Forecasting on OhioT1DM: Evaluation-Protocol Effects, Tree Baselines, and Limited Incremental Predictive Value of Heart Rate

The forecasting accuracy on the OhioT1DM benchmark for blood glucose varies widely between reports, and differences in the evaluation protocols employed limit comparability across studies. Using the six participants of the 2018 cohort, this study held one gradient-boosted tree co...