A U-Net plus CycleGAN pipeline converts single plane wave muscle ultrasound images into clinical-style B-modes at 28.5 FPS, with reader-rated improvements in speckle and structural fidelity.
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Emulating Clinical Quality Muscle B-mode Ultrasound Images from Plane Wave Images Using a Two-Stage Machine Learning Model
A U-Net plus CycleGAN pipeline converts single plane wave muscle ultrasound images into clinical-style B-modes at 28.5 FPS, with reader-rated improvements in speckle and structural fidelity.