Disease risk prediction on FDG modality AD vs. CN
87.25PrecisionGCN+
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GCN+Backbone=GCN, DC Layer=true2023.07 | 87.25 | 84.62 | 82.04 | |
| DGCN+Backbone=DenseGCN, DC Layer=true2023.07 | 81.77 | 80.11 | 76.58 | |
| GCNBackbone=GCN, DC Layer=false2023.07 | 81.11 | 82.17 | 79.4 | |
| GCNII+Backbone=GCNII, DC Layer=true2023.07 | 81.06 | 82.05 | 80.99 | |
| RGCN+Backbone=ResGCN, DC Layer=true2023.07 | 80.57 | 79.58 | 75.98 | |
| GCNIIBackbone=GCNII, DC Layer=false2023.07 | 74.31 | 79.55 | 73.88 | |
| GRAND+Backbone=GRAND, DC Layer=true2023.07 | 72.24 | 86.32 | 78.06 | |
| GRANDBackbone=GRAND, DC Layer=false2023.07 | 70.91 | 84.21 | 76.99 | |
| DGCNBackbone=DenseGCN, DC Layer=false2023.07 | 66.84 | 73.87 | 63.92 | |
| GAT+Backbone=GAT, DC Layer=true2023.07 | 62.33 | 78.95 | 69.66 | |
| GATBackbone=GAT, DC Layer=false2023.07 | 61.9 | 72.82 | 64.23 | |
| RGCNBackbone=ResGCN, DC Layer=false2023.07 | 59.77 | 73.35 | 62.77 |