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

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

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