Disease Risk Prediction on Amyloid modality AD/LMCI vs. CN/EMCI
83.78PrecisionGCN+
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| GCN+Backbone=GCN, DC Layer=true2023.07 | 83.78 | 79.44 | 72.58 | |
| RGCN+Backbone=ResGCN, DC Layer=true2023.07 | 83.21 | 78.5 | 70.67 | |
| GRAND+Backbone=GRAND, DC Layer=true2023.07 | 79.93 | 81.31 | 79.63 | |
| GRANDBackbone=GRAND, DC Layer=false2023.07 | 79 | 80.37 | 79.25 | |
| GCNBackbone=GCN, DC Layer=false2023.07 | 76.36 | 76.4 | 70.33 | |
| DGCNBackbone=DenseGCN, DC Layer=false2023.07 | 74.92 | 76.92 | 72.68 | |
| RGCNBackbone=ResGCN, DC Layer=false2023.07 | 72.53 | 75.99 | 70.66 | |
| GAT+Backbone=GAT, DC Layer=true2023.07 | 71.79 | 77.57 | 69.39 | |
| GATBackbone=GAT, DC Layer=false2023.07 | 67.73 | 75.43 | 67.66 | |
| GCNIIBackbone=GCNII, DC Layer=false2023.07 | 60.87 | 74.31 | 63.57 | |
| DGCN+Backbone=DenseGCN, DC Layer=true2023.07 | 60.17 | 77.57 | 67.77 | |
| GCNII+Backbone=GCNII, DC Layer=true2023.07 | 60.01 | 76.64 | 67.31 |