Cardiac Chamber Segmentation on Real non-contrast CT scans
8.79MAPE (%)CycleGAN+SegM2
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CycleGAN+SegM2Cardiac Chamber=Left Atrium2026.06 | 8.79 | 3.81 | 0.94 | |
| CUT(DCE)+SegM2Cardiac Chamber=Left Atrium2026.06 | 9.22 | 4.67 | 0.93 | |
| CUT(DCE)+SegM1Cardiac Chamber=Left Atrium2026.06 | 10.07 | 6.52 | 0.93 | |
| CUT(DCE)+SegM1Cardiac Chamber=Right Atrium2026.06 | 12.38 | 2.6 | 0.9 | |
| CUT(DCE)+SegM2Cardiac Chamber=Right Atrium2026.06 | 12.6 | -1.1 | 0.87 | |
| CycleGAN+SegM2Cardiac Chamber=Right Atrium2026.06 | 12.79 | -1.98 | 0.86 | |
| CUT(NCE)+SegM2Cardiac Chamber=Left Atrium2026.06 | 14.8 | 1.08 | 0.82 | |
| CUT(NCE)+SegM2Cardiac Chamber=Right Atrium2026.06 | 18 | -5.43 | 0.77 | |
| CycleGAN+SegM2Cardiac Chamber=Left Ventricle2026.06 | 18.6 | 1.21 | 0.82 | |
| CUT(DCE)+SegM2Cardiac Chamber=Left Ventricle2026.06 | 20.79 | -2.17 | 0.82 | |
| CUT(NCE)+SegM2Cardiac Chamber=Left Ventricle2026.06 | 24.33 | 10.8 | 0.76 | |
| CUT(DCE)+SegM1Cardiac Chamber=Left Ventricle2026.06 | 34.75 | 29.37 | 0.73 |