Survival Prediction on TCGA-READ
0.7485C-indexPathOmics
Evaluation Results
| Method | Links | |
|---|---|---|
| PathOmicsPretrain data modality=image+mRNA, Finetune data modality=image2023.07 | 0.7485 | |
| PathOmicsPretrain data modality=image+mRNA, Finetune data modality=image+mRNA2023.07 | 0.7435 | |
| PathOmicsPretrain data modality=image+CNA, Finetune data modality=image+CNA2023.07 | 0.7395 | |
| PathOmicsPretrain data modality=image+Methy, Finetune data modality=image+Methy2023.07 | 0.718 | |
| PathOmicsPretrain data modality=image+CNA, Finetune data modality=image2023.07 | 0.7118 | |
| MCATPretrain data modality=image+mRNA, Finetune data modality=image+mRNA2023.07 | 0.7027 | |
| DeepSetsPretrain data modality=image+mRNA, Finetune data modality=image+mRNA2023.07 | 0.7019 | |
| PORPOI-SEPretrain data modality=image+Methy, Finetune data modality=image+Methy2023.07 | 0.688 | |
| AB-MILPretrain data modality=image+mRNA, Finetune data modality=image+mRNA2023.07 | 0.6879 | |
| PORPOI-SEPretrain data modality=image+mRNA, Finetune data modality=image+mRNA2023.07 | 0.6818 | |
| TransMILPretrain data modality=image+mRNA, Finetune data modality=image+mRNA2023.07 | 0.6791 | |
| AB-MILPretrain data modality=image+CNA, Finetune data modality=image+CNA2023.07 | 0.6672 | |
| PathOmicsPretrain data modality=image+Methy, Finetune data modality=Methy2023.07 | 0.6542 | |
| PathOmicsPretrain data modality=image+Methy, Finetune data modality=image2023.07 | 0.6442 | |
| PathOmicsPretrain data modality=image+CNA, Finetune data modality=CNA2023.07 | 0.6395 | |
| TransMILPretrain data modality=image+CNA, Finetune data modality=image+CNA2023.07 | 0.6275 | |
| DeepSetsPretrain data modality=image+CNA, Finetune data modality=image+CNA2023.07 | 0.625 | |
| MCATPretrain data modality=image+CNA, Finetune data modality=image+CNA2023.07 | 0.605 | |
| PORPOI-SEPretrain data modality=image+CNA, Finetune data modality=image+CNA2023.07 | 0.6019 | |
| MCATPretrain data modality=image+Methy, Finetune data modality=image+Methy2023.07 | 0.5978 | |
| PathOmicsPretrain data modality=image+mRNA, Finetune data modality=mRNA2023.07 | 0.5961 | |
| DeepSetsPretrain data modality=image+Methy, Finetune data modality=image+Methy2023.07 | 0.5578 | |
| AB-MILPretrain data modality=image+Methy, Finetune data modality=image+Methy2023.07 | 0.5578 | |
| TransMILPretrain data modality=image+Methy, Finetune data modality=image+Methy2023.07 | 0.5309 |