Model performances on primary institution data set
| Model Input | mRS Improvement | Gait Improvement | Urinary Improvement | Cognitive Improvement |
|---|---|---|---|---|
| Age, sex, CCI | 0.6255 [0.5089–0.7421] | 0.5413 [0.4205–0.6621] | 0.7135 [0.5306–0.8964] | 0.6562 [0.4918–0.8207] |
| T2 only | 0.5125 [0.3392–0.6858] | 0.6994 [0.5901–0.8087] | 0.7304 [0.6253–0.8355] | 0.4479 [0.2763–0.6195] |
| FLAIR only | 0.6723 [0.4968–0.8478] | 0.7195 [0.6046–0.8344] | 0.7929 [0.6912–0.8947] | 0.7175 [0.5533–0.8816] |
| T2+FLAIR | 0.7395 [0.5765–0.9024] | 0.8816 [0.8030–0.9602] | 0.7874 [0.6845–0.8903] | 0.7230 [0.5600–0.8859] |
Note:—AUROC values represent the results of pretrained models when evaluated on testing data set and 95% CI.