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Table 5 Performance characteristics of the three-hourly data experiment

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
1–3 0.792 (0.780–0.805) 0.730 0.796 0.665
4–6 0.784 (0.773–0.794) 0.721 0.777 0.665
7–9 0.767 (0.749–0.784) 0.703 0.754 0.654
10–12 0.769 (0.759–0.779) 0.711 0.762 0.660
13–15 0.771 (0.755–0.787) 0.716 0.775 0.642