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ResearchFormerly WizWand

Survival Analysis on TCGA KIRP (test)

0.8184C-IndexMARBLE
0.5215840.5986420.67570.752758Nov 15, 2023Mar 29, 2024Aug 11, 2024Dec 24, 2024May 8, 2025Sep 20, 2025Feb 2, 2026
Updated 8mo ago

Evaluation results

MethodLinks
MARBLE2026.020.8184
HEALNetFusion strategy=Hybrid early-fusion2023.110.812
MOTCATFusion strategy=Intermediate2023.110.81
2DMambaMIL2026.020.8027
DTFD-MIL2026.020.7933
S4-MIL2026.020.7905
PorpoiseFusion strategy=Late2023.110.79
MCATFusion strategy=Intermediate2023.110.789
PerceiverFusion strategy=Early Fusion2023.110.783
ABMIL2026.020.7824
MambaMIL2026.020.7822
Uni-modalModality=Omics2023.110.78
MultiModNFusion strategy=Sequential Fusion2023.110.753
SRMambaMIL2026.020.7424
TransMIL2026.020.7317
CLAM2026.020.7197
DSMIL2026.020.7122
Uni-modalModality=WSI2023.110.533