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Table 4 Performance characteristics of the one-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
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