Table IV.
Comparison With Other Spherical Cnns On Infant Cortical Surfaces
Dice (%) | |
---|---|
Wu et al. [15] | 87.06 |
Jiang et al. [30], [31] | 75.15±3.09 |
Spherical U-Net18-Rectangular filter [16], [25], [46] | 92.24±1.98 |
Spherical U-Net18–1 ring filter | 92.28±1.70 |
Spherical U-Net18–2 ring filter | 92.28±2.03 |
SDU-Net | 93.07±1.51 |
Note that Wu et al.’s result is directly reported in their paper. Jiang et al. [30] and Parvathaneni et al. [31] are implemented using the default spherical U-Net architecture in Jiang et al.’s code. Other methods are all implemented by ourselves using the spherical convolution filter in the referred papers.