3D Medical Imaging Segmentation 벤치마크
3D Medical Imaging Segmentation on TCIA Pancreas-CT
Dice Score
- 2017-01-31 — Holistic-nested CNN: Dice Score 81.3
| Rank | Model | Dice Score | Paper | Code | Year |
|---|---|---|---|---|---|
| 1 | Holistic-nested CNN | 81.3 | Spatial Aggregation of Holistically-Nested Convolutional Neural Networks for Automated Pancreas Localization and Segmentation | 2017 | |
| 2 | Multi-class 3D FCN | 76.8 | An application of cascaded 3D fully convolutional networks for medical image segmentation | holgerroth/3Dunet_abdomen_cascade | 2018 |
| 3 | Holistic-nested CNN | 81.3 | Spatial Aggregation of Holistically-Nested Convolutional Neural Networks for Automated Pancreas Localization and Segmentation | 2017 | |
| 4 | Multi-class 3D FCN | 76.8 | An application of cascaded 3D fully convolutional networks for medical image segmentation | holgerroth/3Dunet_abdomen_cascade | 2018 |