MGMT methylation status classification on RSNA-ASNR-MICCAI BraTS 2021 (test)
66.2AUROCMulti-View model
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Multi-View modelInput Data=T2w MRI2025.12 | 66.2 | 63.3 | 61.3 | 65.5 | 63 | |
| Radiomics featuresInput Data=Radiomics vectors2025.12 | 57.3 | 58.1 | 54.8 | 61.8 | 61.8 | |
| Kaggle 3D ResNet-10 modelInput Data=T2w MRI2025.12 | 56.2 | 51.9 | 45.2 | 60.9 | 67.3 | |
| Slice-wise labelingInput Data=T2w MRI2025.12 | 51.2 | 69.8 | 100 | 53.6 | 0 |