Dynamic CBCT reconstruction on Simulation data XCAT and 4DCT (test)
31.66PSNR (dB)DIGS
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DIGSCase=5, Computation Time=16m14s2025.06 | 31.66 | 1.58 | |
| DIGSCase=4, Computation Time=14m1s2025.06 | 30.94 | 1.71 | |
| DIGSCase=6, Computation Time=16m26s2025.06 | 29.49 | 1.99 | |
| DIGSCase=3, Computation Time=14m34s2025.06 | 29.48 | 2.02 | |
| HexPlaneCase=5, Computation Time=1h38m2025.06 | 29.35 | 2.1 | |
| HexPlaneCase=4, Computation Time=1h49m2025.06 | 28.48 | 2.29 | |
| DIGS (Ablation 1)Case=Mean, Excluding=deformation-informed (DI) framework, Computation Time=17m1s2025.06 | 28.25 | 1.73 | |
| DIGSCase=Mean, Computation Time=15m32s2025.06 | 28.14 | 1.76 | |
| HexPlaneCase=6, Computation Time=1h50m2025.06 | 27.36 | 2.68 | |
| DIGS (Ablation 2)Case=Mean, Excluding=Free-Form Deformation (FFD), Computation Time=14m50s2025.06 | 27.29 | 1.95 | |
| HexPlaneCase=3, Computation Time=1h43m2025.06 | 26.82 | 2.78 | |
| HexPlaneCase=Mean, Computation Time=1h40m2025.06 | 25.86 | 2.31 | |
| DIGSCase=1, Computation Time=16m14s2025.06 | 25.46 | 1.28 | |
| SuPReMoCase=4, Computation Time=1m2s2025.06 | 24.79 | 3.46 | |
| SuPReMoCase=5, Computation Time=45s2025.06 | 24.66 | 3.51 | |
| HexPlaneCase=1, Computation Time=1h31m2025.06 | 21.98 | 1.91 | |
| DIGSCase=2, Computation Time=15m48s2025.06 | 21.78 | 1.97 | |
| SuPReMoCase=3, Computation Time=41s2025.06 | 21.46 | 5.08 | |
| SuPReMoCase=Mean, Computation Time=51s2025.06 | 21.41 | 3.49 | |
| HexPlaneCase=2, Computation Time=1h27m2025.06 | 21.15 | 2.12 | |
| SuPReMoCase=6, Computation Time=48s2025.06 | 20.79 | 5.39 | |
| SuPReMoCase=1, Computation Time=47s2025.06 | 18.49 | 1.63 | |
| SuPReMoCase=2, Computation Time=1m2025.06 | 18.26 | 1.88 |