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Results using merged laboratory and imaging features after the SMOTE technique in predicting long-term medical outcomes.
| Algorithms | Accuracy | Sensitivity | Specificity | AUCROC | Features Selected |
|---|---|---|---|---|---|
| RF | 100 | 100 | 100 | 1 | TB, US liver diameter, MR portal vein diameter |
| NB | 100 | 100 | 100 | 1 | TB, DB |
| kNN | 100 | 100 | 100 | 1 | TB, DB, WBC, US Stiffness, MR portal vein diameter |
| SVM | 93.3 | 100 | 87.5 | 0.938 | TB, INR |
