Table 8. Comparison of segmentation results between the cases of using 48 slices and all slices in the training.
Plane | Parameter | CSF | GM | WM | Execution time | ||||
---|---|---|---|---|---|---|---|---|---|
Selected 48 slices | All slices | Selected 48 slices | All slices | Selected 48 slices | All slices | Selected 48 slices | All slices | ||
Axial | DSC | 0.92 | 0.93 | 0.93 | 0.93 | 0.94 | 0.94 | 59 minutes | 4 hours |
JI | 0.85 | 0.88 | 0.87 | 0.87 | 0.89 | 0.89 | |||
Coronal | DSC | 0.91 | 0.92 | 0.93 | 0.94 | 0.94 | 0.95 | 1.5 hours | 4.5 hours |
JI | 0.84 | 0.85 | 0.88 | 0.88 | 0.89 | 0.91 | |||
Sagittal | DSC | 0.92 | 0.93 | 0.92 | 0.93 | 0.93 | 0.94 | 59 minutes | 4 hours |
JI | 0.85 | 0.88 | 0.86 | 0.87 | 0.88 | 0.90 |