Table 3 Quantitative comparison of rat skull stripping results in T2WI 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 | 82.44 ± 2.40 | 73.13 ± 2.27 | 89.99 ± 2.31 | 2.3127 ± 0.8563 |
rBET | 83.51 ± 3.56 | 98.93 ± 0.26 | 65.04 ± 8.63 | 2.0538 ± 0.6435 |
RATS | 87.31 ± 4.12 | 93.16 ± 2.77 | 78.97 ± 7.68 | 1.6806 ± 0.7611 |
3DPCNN | 89.06 ± 4.18 | 97.25 ± 2.81 | 78.69 ± 8.06 | 1.6132 ± 0.8527 |
DeepMedic | 90.20 ± 2.74 | 98.23 ± 0.74 | 80.20 ± 6.90 | 1.5440 ± 0.6359 |
U-Net | 96.43 ± 0.65 | 98.35 ± 1.17 | 94.38 ± 1.66 | 0.6850 ± 0.4451 |
RU-Net | 97.67 ± 0.46 | 97.90 ± 1.00 | 97.42 ± 0.97 | 0.1406 ± 0.1357 |