Alzheimer's Disease Detection 벤치마크
Alzheimer's Disease Detection on ADNI
| Rank | Model | Accuracy (5-fold) | MCC (5-fold) | Paper | Code | Year |
|---|---|---|---|---|---|---|
| 1 | AXIAL | 85.6% | 0.712 | AXIAL: Attention-based eXplainability for Interpretable Alzheimer's Localized Diagnosis using 2D CNNs on 3D MRI brain scans | GabrieleLozupone/AXIAL | 2024 |
| 2 | Uncertainty-Guided 자동 추출 | 77.78 | – | UG-FedDA: Uncertainty-Guided Federated Domain Adaptation for Multi-Center Alzheimer's Disease Detection | 2025 |