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ResearchFormerly WizWand

Dynamic CBCT reconstruction on Simulation data XCAT and 4DCT (test)

31.66PSNR (dB)DIGS
17.72421.34224.9628.578Jun 27, 2025
Updated 8mo ago

Evaluation results

MethodLinks
DIGSCase=5, Computation Time=16m14s2025.0631.661.58
DIGSCase=4, Computation Time=14m1s2025.0630.941.71
DIGSCase=6, Computation Time=16m26s2025.0629.491.99
DIGSCase=3, Computation Time=14m34s2025.0629.482.02
HexPlaneCase=5, Computation Time=1h38m2025.0629.352.1
HexPlaneCase=4, Computation Time=1h49m2025.0628.482.29
DIGS (Ablation 1)Case=Mean, Excluding=deformation-informed (DI) framework, Computation Time=17m1s2025.0628.251.73
DIGSCase=Mean, Computation Time=15m32s2025.0628.141.76
HexPlaneCase=6, Computation Time=1h50m2025.0627.362.68
DIGS (Ablation 2)Case=Mean, Excluding=Free-Form Deformation (FFD), Computation Time=14m50s2025.0627.291.95
HexPlaneCase=3, Computation Time=1h43m2025.0626.822.78
HexPlaneCase=Mean, Computation Time=1h40m2025.0625.862.31
DIGSCase=1, Computation Time=16m14s2025.0625.461.28
SuPReMoCase=4, Computation Time=1m2s2025.0624.793.46
SuPReMoCase=5, Computation Time=45s2025.0624.663.51
HexPlaneCase=1, Computation Time=1h31m2025.0621.981.91
DIGSCase=2, Computation Time=15m48s2025.0621.781.97
SuPReMoCase=3, Computation Time=41s2025.0621.465.08
SuPReMoCase=Mean, Computation Time=51s2025.0621.413.49
HexPlaneCase=2, Computation Time=1h27m2025.0621.152.12
SuPReMoCase=6, Computation Time=48s2025.0620.795.39
SuPReMoCase=1, Computation Time=47s2025.0618.491.63
SuPReMoCase=2, Computation Time=1m2025.0618.261.88