Table 2 Quantitative comparison of rat skull stripping results in DWI image volumes between different methods
From: RU-Net: skull stripping in rat brain MR images after ischemic stroke with rat U-Net
Method | Evaluation metric | |||
|---|---|---|---|---|
ΚD(%) | Κst(%) | Κsb(%) | δah(mm) | |
BSE | 81.71 ± 2.43 | 72.49 ± 2.31 | 89.97 ± 2.34 | 2.4219 ± 0.8785 |
rBET | 82.69 ± 2.76 | 97.21 ± 2.91 | 63.28 ± 7.82 | 2.2802 ± 0.6547 |
RATS | 86.12 ± 3.51 | 91.56 ± 2.87 | 77.89 ± 3.86 | 1.7673 ± 0.7891 |
3DPCNN | 88.87 ± 5.24 | 96.74 ± 1.53 | 78.57 ± 3.31 | 1.6485 ± 0.8637 |
DeepMedic | 95.88 ± 1.43 | 98.24 ± 0.62 | 93.27 ± 3.05 | 0.9896 ± 0.7955 |
U-Net | 95.87 ± 0.97 | 98.76 ± 1.00 | 92.71 ± 2.43 | 0.9298 ± 0.6795 |
RU-Net | 98.04 ± 0.33 | 97.94 ± 0.75 | 98.15 ± 0.68 | 0.1161 ± 0.0754 |