Brain Tumor Segmentation on BRATS 2015 (train)
90.1DSC WholeEnsemble+CRF
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Ensemble+CRFCases=274, Composition=Ensemble of 3 networks, Post-processing=CRF2016.03 | 90.1 | 75.4 | 72.8 | 91.9 | 85.7 | 75.5 | 89.1 | 71.7 | 74.4 | |
| EnsembleCases=274, Composition=Ensemble of 3 networks2016.03 | 90 | 75.5 | 72.8 | 90.3 | 85.5 | 75.4 | 90.4 | 71.9 | 74.3 | |
| DeepMedic+CRFCases=274, Post-processing=CRF2016.03 | 89.8 | 75 | 72.1 | 91.5 | 84.4 | 75.9 | 89.1 | 72.1 | 72.5 | |
| DeepMedicCases=2742016.03 | 89.7 | 75 | 72 | 89.7 | 84.2 | 75.6 | 90.5 | 72.3 | 72.5 | |
| bakas1Cases=1862016.03 | 88 | 77 | 68 | 90 | 84 | 68 | 89 | 76 | 75 | |
| peres1Cases=2742016.03 | 87 | 73 | 68 | 89 | 74 | 72 | 86 | 77 | 70 | |
| anon1Cases=2742016.03 | 84 | 67 | 55 | 90 | 76 | 59 | 82 | 68 | 61 | |
| thirslCases=2672016.03 | 80 | 66 | 58 | 84 | 71 | 53 | 79 | 66 | 74 | |
| peyrjCases=2742016.03 | 80 | 60 | 57 | 87 | 79 | 59 | 77 | 53 | 60 |