Table 1 Performance of segmentation results on the BrainWeb18 dataset
From: Automatic brain tissue segmentation based on graph filter
| Â | DSC | VDR | ||||
|---|---|---|---|---|---|---|
WM | GM | CSF | WM | GM | CSF | |
FSL | 0.91 ± 0.04 | 0.88 ± 0.03 | 0.89 ± 0.01 | 0.10 ± 0.08 | 0.08 ± 0.05 | 0.24 ± 0.01 |
SPM8 | 0.91 ± 0.03 | 0.90 ± 0.02 | 0.89 ± 0.03 | 0.06 ± 0.05 | 0.05 ± 0.01 | 0.14 ± 0.06 |
ITDS | 0.90 ± 0.05 | 0.88 ± 0.05 | 0.88 ± 0.04 | 0.07 ± 0.03 | 0.06 ± 0.02 | 0.12 ± 0.05 |
Proposed | 0.94 ± 0.01 | 0.92 ± 0.01 | 0.90 ± 0.01 | 0.02 ± 0.01 | 0.02 ± 0.01 | 0.04 ± 0.01 |