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ResearchFormerly WizWand

Ultrasound Speckle Reduction on UterUS noise level = 0.02 (test)

27.8091PSNRNBGL
10.0032614.6259319.248623.87127Jun 23, 2026
Updated 4mo ago

Evaluation results

MethodLinks
NBGLProcessing=3D patches2026.0627.809196.580.0416—
DESD-GANProcessing=2D axial slice-wise2026.0627.122595.570.04518.94
DU-GANProcessing=2D axial slice-wise2026.0626.070794.550.05028.94
Bilateral FilterProcessing=3D volumes2026.0625.389793.430.05478.94
Gaussian FilterProcessing=3D volumes2026.0624.709291.370.05948.94
BM4DProcessing=3D volumes2026.0623.985293.790.06488.94
G2CR-FPNProcessing=2D axial slice-wise2026.0623.936873.430.06428.94
Median FilterProcessing=3D volumes2026.0622.675285.120.07488.94
Mean FilterProcessing=3D volumes2026.0622.248383.460.07878.94
Autoencoder-KLProcessing=3D patches2026.0619.755257.530.10358.94
Speckle2SelfProcessing=2D axial slice-wise2026.0617.060164.930.14548.94
DDIMProcessing=3D patches2026.0616.009861.240.17378.94
LIT-FormerProcessing=3D patches2026.0610.688149.880.29948.94