Disease risk prediction on CoTh modality AD/LMCI vs. CN/EMCI
74.85PrecisionGCN
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| GCNBackbone=GCN, DC Layer=false2023.07 | 74.85 | 80.68 | 73.55 | |
| GCN+Backbone=GCN, DC Layer=true2023.07 | 74.71 | 82.32 | 75.93 | |
| GCNII+Backbone=GCNII, DC Layer=true2023.07 | 74.71 | 80.37 | 72.72 | |
| RGCN+Backbone=ResGCN, DC Layer=true2023.07 | 68.77 | 82.93 | 75.19 | |
| GRAND+Backbone=GRAND, DC Layer=true2023.07 | 68.77 | 82.93 | 75.19 | |
| GAT+Backbone=GAT, DC Layer=true2023.07 | 67.15 | 79.34 | 70.44 | |
| DGCN+Backbone=DenseGCN, DC Layer=true2023.07 | 64.59 | 80.37 | 71.62 | |
| GRANDBackbone=GRAND, DC Layer=false2023.07 | 63.81 | 79.88 | 70.94 | |
| GATBackbone=GAT, DC Layer=false2023.07 | 62.63 | 79.1 | 69.89 | |
| GCNIIBackbone=GCNII, DC Layer=false2023.07 | 62.63 | 79.1 | 69.89 | |
| RGCNBackbone=ResGCN, DC Layer=false2023.07 | 62.63 | 79.1 | 69.89 | |
| DGCNBackbone=DenseGCN, DC Layer=false2023.07 | 62.63 | 79.1 | 69.89 |