Feature-Space Guided Diffusion for Realistic Ultrasound Image Synthesis
Conditional diffusion models can generate anatomically plausible medical ultrasound (US) images, but anatomical plausibility alone does not ensure realistic B-mode appearance. Most US pipelines adapt standard generative architectures and condition them on anatomical masks, or use guidance mechanisms that reinforce the same anatomical signal. However, B-mode US images are shaped by acquisition-dependent properties such as speckle texture, tissue contrast, and attenuation. Using a frozen US foundation model, we show that standard conditional diffusion baselines remain separated from real images
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Paper → model → repo connections mined from source citations (Tier-1 exact match).
Why these links exist
Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.
- PossiblePossibly related (embedding) · 50%Diffuse-XL →
- FuzzySimilar title/name (fuzzy) · 59%stabilityai/stable-diffusion-xl-base-1.0 →
“Fuzzy title match (0.73): “Feature-Space Guided Diffusion for Realistic Ultrasound Imag” ≈ “stabilityai/stable-diffusion-xl-base-1.0””
- FuzzySimilar title/name (fuzzy) · 59%CompVis/stable-diffusion-v1-4 →
“Fuzzy title match (0.73): “Feature-Space Guided Diffusion for Realistic Ultrasound Imag” ≈ “CompVis/stable-diffusion-v1-4””
- FuzzySimilar title/name (fuzzy) · 59%Tongyi-MAI/Z-Image-Turbo →
“Fuzzy title match (0.73): “Feature-Space Guided Diffusion for Realistic Ultrasound Imag” ≈ “Tongyi-MAI/Z-Image-Turbo””
- FuzzySimilar title/name (fuzzy) · 59%stabilityai/stable-diffusion-3.5-large →
“Fuzzy title match (0.73): “Feature-Space Guided Diffusion for Realistic Ultrasound Imag” ≈ “stabilityai/stable-diffusion-3.5-large””
- LinkedLinked via arxiv author · 85%Marina Domínguez →
“Feature-Space Guided Diffusion for Realistic Ultrasound Image Synthesis”
- LinkedLinked via arxiv author · 85%Nélida Mirabet-Herranz →
“Feature-Space Guided Diffusion for Realistic Ultrasound Image Synthesis”
- LinkedLinked via arxiv author · 85%Valery Naranjo →
“Feature-Space Guided Diffusion for Realistic Ultrasound Image Synthesis”