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National Yang Ming Chiao Tung University
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Pixel-aligned training data is no longer a prerequisite for clinical-grade ultrasound super-resolution, achieving a 16.7% FID improvement by pairing cycle-consistent degradation synthesis with degradation-conditioned LoRA.
