Brain Tumor Segmentation on BRATS 2013 (test)
88Dice (Complete)InputCascadeCNN
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| InputCascadeCNNwith_augmentation=true2015.05 | 88 | 79 | 73 | 89 | 79 | 68 | 87 | 79 | 80 | |
| LocalCascadeCNNwith_augmentation=true2015.05 | 88 | 76 | 72 | 91 | 76 | 70 | 84 | 80 | 75 | |
| HeMISTraining Modalities=All2016.07 | 88 | 75 | 74 | — | — | — | — | — | — | |
| Tustison2015.05 | 87 | 78 | 74 | 85 | 74 | 69 | 89 | 88 | 83 | |
| Tustison2016.07 | 87 | 78 | 74 | — | — | — | — | — | — | |
| MFCascadeCNNwith_augmentation=true2015.05 | 86 | 77 | 73 | 92 | 80 | 71 | 81 | 76 | 76 | |
| TwoPathCNNwith_augmentation=true2015.05 | 85 | 78 | 73 | 93 | 80 | 72 | 80 | 76 | 75 | |
| LocalPathCNNwith_augmentation=true2015.05 | 85 | 74 | 71 | 91 | 75 | 71 | 80 | 77 | 73 | |
| Zhao2015.05 | 84 | 70 | 65 | 80 | 67 | 65 | 89 | 79 | 70 | |
| Cordier2015.05 | 84 | 68 | 65 | 88 | 63 | 68 | 81 | 82 | 66 | |
| Zhao2016.07 | 84 | 70 | 65 | — | — | — | — | — | — | |
| Reza2015.05 | 83 | 72 | 72 | 82 | 81 | 70 | 86 | 69 | 76 | |
| Meier2015.05 | 82 | 73 | 69 | 76 | 78 | 71 | 92 | 72 | 73 | |
| Meier2016.07 | 82 | 73 | 69 | — | — | — | — | — | — | |
| TwoPathCNNwith_augmentation=false2015.05 | 78 | 63 | 68 | 67 | 50 | 59 | 96 | 89 | 82 | |
| LocalPathCNNwith_augmentation=false2015.05 | 77 | 64 | 68 | 65 | 52 | 60 | 96 | 87 | 80 | |
| Festa2015.05 | 72 | 66 | 67 | 77 | 77 | 70 | 72 | 60 | 70 | |
| Doyle2015.05 | 71 | 46 | 52 | 66 | 38 | 58 | 87 | 70 | 55 |