Fig. 4

Model performance for the classification task. (a) AUROC for hypoglycemia prediction at the 15-min prediction horizon. (b) AUROC for hypoglycemia prediction at the 30-min prediction horizon. (c) AUROC for hypoglycemia prediction at the 45-min prediction horizon. (d) AUROC for hypoglycemia prediction at the 60-min prediction horizon. The thin lines represent the results for individual patients, whereas the thick lines represent the mean. The shaded area on either side of the thick lines indicates the 95% CI. TS Mixer achieved a relatively high AUROC across all prediction horizons. AUROC area under receiver operating characteristics curve, CI confidence interval, ERR equal error rate.