Disease risk prediction on CoTh modality (AD vs. CN)
85.77PrecisionGCN+
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GCN+Backbone=GCN, DC Layer=true2023.07 | 85.77 | 87.16 | 83.69 | |
| GCNBackbone=GCN, DC Layer=false2023.07 | 83.45 | 84.79 | 82.02 | |
| DGCN+Backbone=DenseGCN, DC Layer=true2023.07 | 81.52 | 82.42 | 76.13 | |
| RGCN+Backbone=ResGCN, DC Layer=true2023.07 | 80.62 | 83.52 | 78.48 | |
| GCNII+Backbone=GCNII, DC Layer=true2023.07 | 79.84 | 83.49 | 81.07 | |
| GCNIIBackbone=GCNII, DC Layer=false2023.07 | 76.14 | 81.5 | 74.17 | |
| GRAND+Backbone=GRAND, DC Layer=true2023.07 | 74.37 | 86.24 | 79.87 | |
| GAT+Backbone=GAT, DC Layer=true2023.07 | 72.8 | 85.32 | 78.56 | |
| GATBackbone=GAT, DC Layer=false2023.07 | 71.24 | 81.5 | 75.06 | |
| GRANDBackbone=GRAND, DC Layer=false2023.07 | 71.24 | 84.4 | 77.27 | |
| RGCNBackbone=ResGCN, DC Layer=false2023.07 | 65.04 | 80.59 | 71.95 | |
| DGCNBackbone=DenseGCN, DC Layer=false2023.07 | 65.04 | 80.59 | 71.95 |