Brain Tumor Segmentation on BRATS-2013
Dice Score
- 2015-05-13 — InputCascadeCNN: Dice Score 0.88
- 2019-08-19 — ModelGenesis: Dice Score 0.9258
- 2020-07-14 — Semantic Genesis: Dice Score 92.76
| Rank | Model | Dice Score | Paper | Code | Year |
|---|---|---|---|---|---|
| 1 | Semantic Genesis | 92.76 | Learning Semantics-enriched Representation via Self-discovery, Self-classification, and Self-restoration | JLiangLab/SemanticGenesis · fhaghighi/SemanticGenesis | 2020 |
| 2 | ModelGenesis | 0.9258 | Models Genesis: Generic Autodidactic Models for 3D Medical Image Analysis | MrGiovanni/ModelsGenesis · cswin/AWC | 2019 |
| 3 | InputCascadeCNN | 0.88 | Brain Tumor Segmentation with Deep Neural Networks | naldeborgh7575/brain_segmentation · shalabh147/Brain-Tumor-Segmentation-and-Survival-Prediction-using-Deep-Neural-Networks · jadevaibhav/Brain-Tumor-Segmentation-using-Deep-Neural-networks · +11 | 2015 |