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. Author manuscript; available in PMC: 2023 Jul 13.
Published in final edited form as: IEEE Trans Med Imaging. 2022 Apr 1;41(4):757–770. doi: 10.1109/TMI.2020.3021387

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