Applying artificial neural network for early detection of sepsis with intentionally preserved highly missing real-world data for simulating clinical situation

Table 4 Performance characteristics of the one-hourly data experiment

Hours prior to onset	AUC (95% CI)	Accuracy	Sensitivity	Specificity
0	0.821 (0.814–0.828)	0.758	0.836	0.678
6	0.779 (0.772–0.787)	0.731	0.793	0.669
12	0.759 (0.745–0.773)	0.703	0.772	0.633
24	0.791 (0.785–0.797)	0.738	0.817	0.657
36	0.807 (0.793–0.822)	0.742	0.793	0.690

ISSN: 1472-6947