|  | AUC | Accuracy | Precision | Recall | F1 score |
---|---|---|---|---|---|---|
Day 1 | CXR | 0.67 (0.18) | 0.75 (0.08) | 0.58 (0.18) | 0.56 (0.13) | 0.55 (0.10) |
Non-imaging variables | 0.69 (0.06) | 0.74 (0.06) | 0.59 (0.07) | 0.64 (0.32) | 0.57 (0.18) | |
CXR + non-imaging variables | 0.70 (0.14) | 0.78 (0.08) | 0.79 (0.19) | 0.56 (0.26) | 0.60 (0.22) | |
Day 5 | CXR | 0.70 (0.09) | 0.73 (0.03) | 0.62 (0.01) | 0.56 (0.21) | 0.57 (0.13) |
Non-imaging variables | 0.69 (0.05) | 0.73 (0.05) | 0.66 (0.07) | 0.50 (0.15) | 0.55 (0.09) | |
CXR + non-imaging variables | 0.74 (0.04) | 0.78 (0.02) | 0.69 (0.09) | 0.63 (0.08) | 0.65 (0.07) | |
Day 1–3 | CXR | 0.71 (0.04) | 0.76 (0.04) | 0.69 (0.10) | 0.67 (0.12) | 0.67 (0.06) |
Non-imaging variables | 0.77 (0.06) | 0.80 (0.04) | 0.85 (0.14) | 0.42 (0.23) | 0.51 (0.21) | |
CXR + non-imaging variables | 0.78 (0.05) | 0.80 (0.04) | 0.87 (0.15) | 0.56 (0.20) | 0.65 (0.13) | |
Day 3–5 | CXR | 0.77 (0.07) | 0.78 (0.03) | 0.81 (0.04) | 0.61 (0.10) | 0.69 (0.07) |
Non-imaging variables | 0.78 (0.04) | 0.78 (0.04) | 0.69 (0.06) | 0.61 (0.05) | 0.65 (0.05) | |
CXR + non-imaging variables | 0.81 (0.00) | 0.80 (0.03) | 0.83 (0.12) | 0.61 (0.19) | 0.67 (0.11) | |
Day 1–5 | CXR | 0.80 (0.05) | 0.80 (0.03) | 0.77 (0.14) | 0.70 (0.16) | 0.71 (0.05) |
Non-imaging variables | 0.83 (0.03) | 0.82 (0.02) | 0.82 (0.11) | 0.69 (0.09) | 0.74 (0.05) | |
CXR + non-imaging variables | 0.87 (0.06) | 0.85 (0.04) | 0.80 (0.04) | 0.68 (0.08) | 0.74 (0.06) |