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Disease-Specific Survival prediction on TCGA-KIRC (test)
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0.778
C-index IPCW
DIMAF
0.49824
0.57087
0.6435
0.71613
Mar 2, 2026
C-index IPCW
Updated 1mo ago
Evaluation Results
Method
Method
Links
C-index IPCW
DIMAF
Modality=Multimodal
2026.03
0.778
DIMAFx
Modality=Multimodal
2026.03
0.778
DIMAFxnodis
Modality=Multimodal
2026.03
0.772
PANTHER
Modality=WSI
2026.03
0.771
SurvPath
Modality=Multimodal
2026.03
0.77
PIBD
Modality=Multimodal
2026.03
0.765
DIMAFxtx
Modality=Transcriptomics
2026.03
0.757
Pathway MLP
Modality=Transcriptomics
2026.03
0.755
MMP
Modality=Multimodal
2026.03
0.755
DIMAFxwsi
Modality=WSI
2026.03
0.736
ABMIL
Modality=WSI
2026.03
0.698
MLP
Modality=Transcriptomics
2026.03
0.686
CoxPH
Modality=Clinical
2026.03
0.509
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