Table 3. Segmentation performance scores MP2RAGE data set.
CBS | FAST | |||
---|---|---|---|---|
DICEa | AVHDa | DICEa | AVHDa | |
S001 | ||||
Init | 0.8943 | 0.3711 | 0.8403 | 1.0523 |
Init + GraMag | 0.9141 | 0.4013 | 0.8248 | 0.8241 |
Init + CoDa | 0.9185 | 0.3249 | 0.8795 | 0.5757 |
S013 | ||||
Init | 0.8672 | 0.5641 | 0.7859 | 1.0272 |
Init + GraMag | 0.8629 | 0.4921 | 0.7653 | 0.8835 |
Init + CoDa | 0.8648 | 0.4835 | 0.8137 | 0.7225 |
S014 | ||||
Init | 0.8695 | 0.5897 | 0.8376 | 0.9203 |
Init + GraMag | 0.8606 | 0.4859 | 0.8136 | 0.7260 |
Init + CoDa | 0.8710 | 0.4921 | 0.8486 | 0.6789 |
S019 | ||||
Init | 0.9077 | 0.4517 | 0.8529 | 0.9529 |
Init + GraMag | 0.8865 | 0.3301 | 0.8218 | 0.7005 |
Init + CoDa | 0.8888 | 0.4096 | 0.8642 | 0.6024 |
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.