TABLE I:
Concordance Index of Pathomic Fusion and ablation experiments in glioma survival prediction.
Model | c-Index |
---|---|
Cox (Age+Gender) | 0.732 ± 0.012* |
Cox (Grade) | 0.738 ± 0.013* |
Cox (Molecular Subtype) | 0.760 ± 0.011* |
Cox (Grade+Molecular Subtype) | 0.777 ± 0.013* |
| |
Histology CNN | 0.792 ± 0.014* |
Histology GCN | 0.746 ± 0.023* |
Genomic SNN | 0.808 ± 0.014* |
| |
SCNN (Histology Only) [29]) | 0.754* |
GSCNN (Histology + Genomic) [29]) | 0.781* |
| |
Pathomic F. (GCN⊗SNN) | 0.812 ± 0.010* |
Pathomic F. (CNN⊗SNN) | 0.820 ± 0.009* |
Pathomic F. (CNN⊗GCN⊗SNN) | 0.826 ± 0.009* |
p < 0.05