Table 7 Models trained on EHR data.
From: Continuous sepsis trajectory prediction using tensor-reduced physiological signals
Model | Time gap (h) | F1 score | Recall | Specificity | AUROC |
|---|---|---|---|---|---|
LUCCK | 6 | 0.53 (0.06) | 0.73 (0.10) | 0.70 (0.10) | 0.73 (0.06) |
12 | 0.57 (0.09) | 0.80 (0.09) | 0.79 (0.08) | 0.82 (0.06) | |
RF | 6 | 0.56 (0.06) | 0.74 (0.09) | 0.73 (0.08) | 0.75 (0.06) |
12 | 0.57 (0.08) | 0.82 (0.09) | 0.80 (0.07) | 0.83 (0.06) | |
SVM | 6 | 0.51 (0.07) | 0.71 (0.11) | 0.69 (0.09) | 0.69 (0.07) |
12 | 0.53 (0.09) | 0.80 (0.11) | 0.75 (0.09) | 0.79 (0.07) |
