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Prediction performance of PET/CT and Jacobian features using SVM-LASSO model.
| Data | Features | Sensitivity (%) | Specificity (%) | Accuracy (%) | AUC |
|---|---|---|---|---|---|
| Jacobian | Median Jacobian | 94.4±0.05 | 91.8±0.03 | 94.0±0.03 | 0.94±0.03 |
| Minimum Jacobian | |||||
| PET/CT | Follow-up PET Mean Inertia | 80.0±0.09 | 83.6±0.07 | 82.0±0.05 | 0.82±0.05 |
| Baseline CT SD Inertia | |||||
| Follow-up PET SD SRHG | |||||
| PET/CT and Jacobian | Median Jacobian | 94.4±0.08 | 91.8±0.06 | 94.0±0.05 | 0.94±0.05 |
| Minimum Jacobian |
