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ResearchFormerly WizWand

Bias Field Correction on BrainWeb T1 (PSNR, SSIM)

31.78PSNRS2DNets
15.306419.583223.8628.1368Jul 2, 2025
Updated 8mo ago

Evaluation results

MethodLinks
S2DNetsClean data usage=trained without any clean data, TV loss usage=with TV loss2025.0731.780.979
IRNetClean data usage=trained with additional unpaired clean data2025.0730.950.975
S2DNetsClean data usage=trained without any clean data, TV loss usage=without TV loss2025.0727.020.962
Yang et al.Clean data usage=trained without any clean data2025.0725.080.947
RCGANClean data usage=trained with additional unpaired clean data2025.0724.520.901
N42025.0724.450.939
Original2025.0723.070.92
MICO2025.0719.420.829
ImplicitClean data usage=trained without any clean data2025.0715.940.637