Table 2. Segmentation performance scores MPRAGE data set.
SPM | FAST | |||
---|---|---|---|---|
DICEa | AVHDa | DICEa | AVHDa | |
S02 | ||||
Init | 0.8606 | 0.7325 | 0.8869 | 0.5661 |
Init + GraMag | 0.8613 | 0.5811 | 0.8876 | 0.5162 |
Init + CoDa | 0.8689 | 0.5693 | 0.8719 | 0.5017 |
S03 | ||||
Init | 0.8398 | 0.8585 | 0.8782 | 0.5835 |
Init + GraMag | 0.8679 | 0.6031 | 0.8722 | 0.5575 |
Init + CoDa | 0.8625 | 0.5986 | 0.8723 | 0.5039 |
S05 | ||||
Init | 0.8681 | 0.6350 | 0.8858 | 0.5545 |
Init + GraMag | 0.8595 | 0.5618 | 0.8770 | 0.5359 |
Init + CoDa | 0.8796 | 0.4950 | 0.8960 | 0.4601 |
S06 | ||||
Init | 0.8428 | 0.7778 | 0.8633 | 0.6462 |
Init + GraMag | 0.8624 | 0.5711 | 0.8665 | 0.5848 |
Init + CoDa | 0.8592 | 0.5880 | 0.8775 | 0.5074 |
S07 | ||||
Init | 0.8945 | 0.6205 | 0.8583 | 0.6925 |
Init + GraMag | 0.8983 | 0.5281 | 0.8623 | 0.6487 |
Init + CoDa | 0.8692 | 0.5541 | 0.8248 | 0.6689 |
DICE, DICE Coefficient; AVHD, Average Hausdorff Distance; Init, initial segmentation; GraMag, gradient magnitude method; CoDa, compositional data method.
a After masking of areas affected by artifact in the T2s image.