Table 7.
Results of the proposed UFA-Net with different atlases for brain ROI parcellation. Here, the UFA-Net method uses the AAL atlas and the UFA-Net-D uses the Dosenbach atlas. The UFA-Net-D-LB is a degenerated version of UFA-Net-D, without feature alignment.
Model | ACC (%) | AUC (%) | SEN (%) | SPE (%) | PRE (%) |
---|---|---|---|---|---|
UFA-Net-D-LB | 50.27±2.85 | 50.23±3.94 | 49.19±8.44 | 51.35±8.96 | 50.35±3.48 |
UFA-Net-D | 57.16±2.08 | 58.23±1.46 | 62.70±15.09 | 51.62±11.82 | 56.41 ± 1.21 |
UFA-Net | 59.73±1.63 | 62.50±2.50 | 69.46±6.43 | 50.00±9.63 | 58.49±2.58 |