Alzheimer's Disease Diagnosis on ADNI (10-fold cross-val)
80.3AUROCMREF-AD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MREF-ADFusion Strategy=hierarchical modality- and region-level gating2025.11 | 80.3 | 63.2 | 62.8 | |
| MLPFusion Strategy=concatenation2025.11 | 79.3 | 61.9 | 60.2 | |
| XGBoost2025.11 | 78.2 | 61 | 60.6 | |
| Random Forest2025.11 | 78.1 | 60.5 | 60.1 | |
| Logistic Regression2025.11 | 76.5 | 58.6 | 59.1 | |
| MLPFusion Strategy=late fusion2025.11 | 75.1 | 58.2 | 52.4 |