Disease Risk Prediction on Tau Modality (AD/LMCI vs CN/EMCI)
91.58PrecisionDGCN+
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DGCN+Backbone=DenseGCN, DC Layer=true2023.07 | 91.58 | 91.25 | 91.39 | |
| GCN+Backbone=GCN, DC Layer=true2023.07 | 90.03 | 88.74 | 84.49 | |
| GCNII+Backbone=GCNII, DC Layer=true2023.07 | 90.03 | 88.75 | 84.45 | |
| RGCN+Backbone=ResGCN, DC Layer=true2023.07 | 89.46 | 90 | 88.54 | |
| GRAND+Backbone=GRAND, DC Layer=true2023.07 | 88.22 | 90.12 | 89.44 | |
| GRANDBackbone=GRAND, DC Layer=false2023.07 | 87.95 | 88.75 | 88.14 | |
| GAT+Backbone=GAT, DC Layer=true2023.07 | 86.18 | 87.5 | 84.72 | |
| RGCNBackbone=ResGCN, DC Layer=false2023.07 | 84.64 | 86.03 | 83.15 | |
| DGCNBackbone=DenseGCN, DC Layer=false2023.07 | 84.03 | 85.54 | 82.45 | |
| GCNIIBackbone=GCNII, DC Layer=false2023.07 | 83.93 | 83.79 | 78.82 | |
| GCNBackbone=GCN, DC Layer=false2023.07 | 80.15 | 82.3 | 75.55 | |
| GATBackbone=GAT, DC Layer=false2023.07 | 69.91 | 81.05 | 72.87 |