Table 1.
Fusion strategy | Method | C-index | AUC |
---|---|---|---|
Single | Direct combination | 0.673±0.039 | 0.706±0.041 |
Element-wise addition | 0.676±0.040 | 0.711±0.048 | |
Decision fusion | 0.667±0.083 | 0.707±0.087 | |
Tensor fusion | 0.681±0.042 | 0.727±0.050 | |
Hierarchical | Low | 0.702±0.026 | 0.734±0.033 |
LowAtt | 0.719±0.024 | 0.756±0.028 | |
High* | 0.748±0.029 | 0.788±0.033 | |
HFBSurv | 0.766±0.024 | 0.806±0.025 |