Research Article
Dynamic Regulation of Level Set Parameters Using 3D Convolutional Neural Network for Liver Tumor Segmentation
Table 3
Quantitative segmentation results of our method compared to the other novel algorithm on the 3DIRCADb dataset.
| | Model | Year | VOE (%) | RVD (%) | ASD (mm) | RMSD (mm) | DICE |
| | Moghbel et al. [45] | 2016 | | | — | — | | | Foruzan and Chen [31] | 2016 | | | | | | | ResNet [29] | 2017 | | — | | | | | Christ et al. [30] | 2017 | — | — | — | — | | | Wu et al. [32] | 2017 | | | | | | | Chlebus et al. [44] | 2018 | | | | | | | Huang et al. [33] | 2018 | | | | | | | Zheng et al. [46] | 2018 | | | | | — | | Jin et al. [47] | 2018 | — | — | — | — | 0.83 | | Ours | | | | | | |
|
|
Results are represented as mean ± standard deviation.
|
