Disease Risk Prediction on FDG AD/LMCI vs. CN/EMCI
70.94PrecisionGCNII+
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| GCNII+Backbone=GCNII, DC Layer=true2023.07 | 70.94 | 74.54 | 69.07 | |
| GCNBackbone=GCN, DC Layer=false2023.07 | 68.43 | 73.17 | 63.94 | |
| GCN+Backbone=GCN, DC Layer=true2023.07 | 67.2 | 76 | 68.15 | |
| GCNIIBackbone=GCNII, DC Layer=false2023.07 | 60.08 | 71.78 | 61.02 | |
| GAT+Backbone=GAT, DC Layer=true2023.07 | 59.29 | 77 | 66.99 | |
| GRAND+Backbone=GRAND, DC Layer=true2023.07 | 56.25 | 75 | 64.29 | |
| GATBackbone=GAT, DC Layer=false2023.07 | 55.86 | 72.17 | 62.15 | |
| RGCN+Backbone=ResGCN, DC Layer=true2023.07 | 55.14 | 74.26 | 63.29 | |
| DGCN+Backbone=DenseGCN, DC Layer=true2023.07 | 55.14 | 74.26 | 63.29 | |
| GRANDBackbone=GRAND, DC Layer=false2023.07 | 51.38 | 71.1 | 59.42 | |
| RGCNBackbone=ResGCN, DC Layer=false2023.07 | 50.45 | 70.98 | 58.96 | |
| DGCNBackbone=DenseGCN, DC Layer=false2023.07 | 50.45 | 70.98 | 58.96 |