LDM-Echo: A Latent Diffusion Model for Echocardiographic Image Denoising with Clinical Evaluation
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Speckle noise in echocardiographic imaging degrades contrast, obscures anatomical structures, and compromises quantitative measurements. Effective suppression of this noise is critical, yet traditional denoising methods often cause structural loss through over... ...