Table 1:

Summary of model performance using area under the time-dependent ROC curve (AUC) and the true positive rate (TPR) at a false positive rate of 0.25.

Model Type	AUC (7.5 min)	TPR (7.5 min)	AUC (15 min)	TPR (15 min)	AUC (30 min)	TPR (30 min)	AUC (60 min)	TPR (60 min)
Input: Preceding Sinus Rhythm	0.74 +/− 0.06	0.59 +/− 0.08	0.71 +/− 0.05	0.56 +/− 0.08	0.65 +/− 0.04	0.50 +/− 0.05	0.61 +/− 0.03	0.41 +/− 0.04
Atrial Fibrillation Detector-as-Predictor	0.69 +/− 0.02	0.52 +/− 0.03	0.68 +/− 0.02	0.52 +/− 0.02	0.67 +/− 0.02	0.50 +/− 0.02	0.65 +/− 0.02	0.45 +/− 0.03
Input: All Preceding Waveform	0.73 +/− 0.02	0.60 +/− 0.03	0.72 +/− 0.02	0.58 +/− 0.02	0.72 +/− 0.02	0.58 +/− 0.02	0.71 +/− 0.02	0.57 +/− 0.03

^**Note: Values are accompanied by 95% confidence intervals.