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

Table 6 Performance characteristics of the five-hourly data experiment

Hours prior to onset	AUC (95% CI)	Accuracy	Sensitivity	Specificity
1–5	0.785 (0.771–0.800)	0.719	0.762	0.676
6–10	0.778 (0.768–0.788)	0.716	0.764	0.668
11–15	0.770 (0.759–0.781)	0.713	0.775	0.652
16–20	0.765 (0.753–0.778)	0.713	0.758	0.668

ISSN: 1472-6947