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ResearchFormerly WizWand

Ultrasound Speckle Reduction on UterUS noise level = 0.05 (test)

25.7602PSNRNBGL
10.10674414.17062218.234522.298378Jun 23, 2026
Updated 4mo ago

Evaluation results

MethodLinks
NBGLProcessing=3D patches2026.0625.760294.470.0526—
DESD-GANProcessing=2D axial slice-wise2026.0625.226593.050.05598.94
DU-GANProcessing=2D axial slice-wise2026.0624.17591.620.06268.94
Gaussian FilterProcessing=3D volumes2026.0623.696789.920.06698.94
G2CR-FPNProcessing=2D axial slice-wise2026.0623.280272.280.06938.94
Median FilterProcessing=3D volumes2026.0622.086784.150.088.94
Mean FilterProcessing=3D volumes2026.0621.934882.880.08178.94
Bilateral FilterProcessing=3D volumes2026.0621.75589.180.08368.94
BM4DProcessing=3D volumes2026.0620.269188.630.0998.94
Autoencoder-KLProcessing=3D patches2026.0619.645157.430.10488.94
Speckle2SelfProcessing=2D axial slice-wise2026.0617.101964.920.14468.94
DDIMProcessing=3D patches2026.0615.591658.740.17898.94
LIT-FormerProcessing=3D patches2026.0610.7088500.29878.94