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ResearchFormerly WizWand

Survival Prediction on HNSC

0.6C-IndexSURVPATH
0.473120.506060.5390.57194Apr 13, 2023
Updated 8mo ago

Evaluation results

MethodLinks
SURVPATHModality=Multimodal, Magnification=20x2023.040.6
ABMILModality=WSI, Magnification=20x2023.040.58
ABMIL (Cat)Modality=Multimodal, Fusion Strategy=Concatenation, Magnification=20x, Pathway Sets=Reactome and Hallmark2023.040.58
ABMIL (KP)Modality=Multimodal, Fusion Strategy=Kronecker product, Magnification=20x, Pathway Sets=Reactome and Hallmark2023.040.566
MOTCatModality=Multimodal, Fusion Strategy=Early fusion, Magnification=20x, Pathway Sets=Reactome and Hallmark2023.040.56
SNNModality=Omics, Magnification=20x, Pathway Sets=Reactome and Hallmark2023.040.55
MLPModality=Omics, Magnification=20x, Pathway Sets=Reactome and Hallmark2023.040.548
S-MLPModality=Omics, Magnification=20x, Pathway Sets=Reactome and Hallmark2023.040.542
TransMIL (Cat)Modality=Multimodal, Fusion Strategy=Concatenation, Magnification=20x, Pathway Sets=Reactome and Hallmark2023.040.542
MCATModality=Multimodal, Fusion Strategy=Early fusion, Magnification=20x, Pathway Sets=Reactome and Hallmark2023.040.531
TransMILModality=WSI, Magnification=20x2023.040.523
AMISLModality=WSI, Magnification=20x2023.040.518
AMISL (KP)Modality=Multimodal, Fusion Strategy=Kronecker product, Magnification=20x, Pathway Sets=Reactome and Hallmark2023.040.516
TransMIL (KP)Modality=Multimodal, Fusion Strategy=Kronecker product, Magnification=20x, Pathway Sets=Reactome and Hallmark2023.040.515
AMISL (Cat)Modality=Multimodal, Fusion Strategy=Concatenation, Magnification=20x, Pathway Sets=Reactome and Hallmark2023.040.478