Table 2 Comparing the AUC scores (with a 95% confidence interval) of the top multimodal classifiers and existing clinical scores based on patient demographics information.
From: Multimodal fusion models for pulmonary embolism mortality prediction
Model | Full | Male | Female | Age 0–50 | Age 50–70 | Age 70–95 |
|---|---|---|---|---|---|---|
Multimodal | 0.96 [0.93–1.0] | 0.98 [0.94–1.00] | 0.97 [0.92–1.00] | 0.96 [0.84–1.00] | 0.98 [0.93–1.00] | 0.95 [0.87–1.00] |
PESI | 0.8 [0.7–0.87] | 0.77 [0.63–0.92] | 0.84 [0.67–0.98] | 0.92 [0.75–1.00] | 0.86 [0.69–1.00] | 0.71 [0.42–0.93] |
sPESI | 0.77 [0.63–0.87] | 0.72 [0.5–0.92] | 0.84 [0.7–0.95] | 0.73 [0.46–0.93] | 0.93 [0.86–0.98] | 0.6 [0.2–0.89] |
