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ResearchFormerly WizWand

Survival Prediction on TCGA-READ

0.7485C-indexPathOmics
0.5221960.5809480.63970.698452Jul 22, 2023
Updated 8mo ago

Evaluation results

MethodLinks
PathOmicsPretrain data modality=image+mRNA, Finetune data modality=image2023.070.7485
PathOmicsPretrain data modality=image+mRNA, Finetune data modality=image+mRNA2023.070.7435
PathOmicsPretrain data modality=image+CNA, Finetune data modality=image+CNA2023.070.7395
PathOmicsPretrain data modality=image+Methy, Finetune data modality=image+Methy2023.070.718
PathOmicsPretrain data modality=image+CNA, Finetune data modality=image2023.070.7118
MCATPretrain data modality=image+mRNA, Finetune data modality=image+mRNA2023.070.7027
DeepSetsPretrain data modality=image+mRNA, Finetune data modality=image+mRNA2023.070.7019
PORPOI-SEPretrain data modality=image+Methy, Finetune data modality=image+Methy2023.070.688
AB-MILPretrain data modality=image+mRNA, Finetune data modality=image+mRNA2023.070.6879
PORPOI-SEPretrain data modality=image+mRNA, Finetune data modality=image+mRNA2023.070.6818
TransMILPretrain data modality=image+mRNA, Finetune data modality=image+mRNA2023.070.6791
AB-MILPretrain data modality=image+CNA, Finetune data modality=image+CNA2023.070.6672
PathOmicsPretrain data modality=image+Methy, Finetune data modality=Methy2023.070.6542
PathOmicsPretrain data modality=image+Methy, Finetune data modality=image2023.070.6442
PathOmicsPretrain data modality=image+CNA, Finetune data modality=CNA2023.070.6395
TransMILPretrain data modality=image+CNA, Finetune data modality=image+CNA2023.070.6275
DeepSetsPretrain data modality=image+CNA, Finetune data modality=image+CNA2023.070.625
MCATPretrain data modality=image+CNA, Finetune data modality=image+CNA2023.070.605
PORPOI-SEPretrain data modality=image+CNA, Finetune data modality=image+CNA2023.070.6019
MCATPretrain data modality=image+Methy, Finetune data modality=image+Methy2023.070.5978
PathOmicsPretrain data modality=image+mRNA, Finetune data modality=mRNA2023.070.5961
DeepSetsPretrain data modality=image+Methy, Finetune data modality=image+Methy2023.070.5578
AB-MILPretrain data modality=image+Methy, Finetune data modality=image+Methy2023.070.5578
TransMILPretrain data modality=image+Methy, Finetune data modality=image+Methy2023.070.5309