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

Table 7 Performance characteristics of the experiment using only sepsis patient records

Hours prior to onset	AUC (95% CI)	Accuracy	Sensitivity	Specificity
0	0.593 (0.579–0.607)	0.572	0.572	0.548
4	0.594 (0.581–0.607)	0.573	0.590	0.556
8	0.574 (0.555–0.594)	0.563	0.587	0.539
12	0.605 (0.589–0.621)	0.586	0.611	0.561
24	0.574 (0.566–0.582)	0.548	0.557	0.540
36	0.515 (0.503–0.527)	0.523	0.517	0.529

ISSN: 1472-6947