MimickNet uses a CycleGAN to approximate proprietary clinical ultrasound post-processing from unpaired raw and processed images, reaching 0.930 SSIM on test cineloops and 0.967 on out-of-distribution cardiac data.
Clinical utility of fetal Short-Lag spatial coherence imaging,
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MimickNet, Matching Clinical Post-Processing Under Realistic Black-Box Constraints
MimickNet uses a CycleGAN to approximate proprietary clinical ultrasound post-processing from unpaired raw and processed images, reaching 0.930 SSIM on test cineloops and 0.967 on out-of-distribution cardiac data.