Amyloid Positivity Prediction on Amyloid positivity (medium risk)
81.5AccuracyOctEncoder
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| OctEncoderAdditional Biomarker=pTau2026.04 | 81.5 | 78.1 | 84.8 | |
| LETetCNN+pTau-217integration_pTau-217=true2025.03 | 79.8 | 78.5 | 81.1 | |
| OctEncoder2026.04 | 76.3 | 75.1 | 77.4 | |
| LETetCNNintegration_pTau-217=false2025.03 | 75.8 | 78.5 | 73.3 | |
| TetCNN2025.03 | 69 | 68.4 | 69.4 | |
| TetCNNType=Tetrahedron Mesh GNN2026.04 | 69 | 68.4 | 69.4 | |
| ChebyNet2025.03 | 67.7 | 56.3 | 80 | |
| GAT2025.03 | 67.7 | 61.1 | 76.9 | |
| ChebyNetType=Tetrahedron Mesh GNN2026.04 | 67.7 | 56.3 | 80 | |
| GATType=Tetrahedron Mesh GNN2026.04 | 67.7 | 61.1 | 76.9 | |
| pTau-2172025.03 | 67.5 | 75 | 62.5 | |
| Hippocampal Volume + pTau-2172025.03 | 67.5 | 75 | 62.5 | |
| LRInputs=pTau-2172026.04 | 67.5 | 75 | 62.5 | |
| LRInputs=Hippo + pTau2026.04 | 67.5 | 75 | 62.5 | |
| Hippocampal Volume2025.03 | 45 | 52.9 | 39.1 | |
| LRInputs=Hippo-Vol.2026.04 | 45 | 52.9 | 39.1 |