{"slug": "vascusr-iterative-anatomy-aware-diffusion-for-ct-super-resolution", "title": "VascuSR: Iterative Anatomy-Aware Diffusion for CT Super-Resolution", "summary": "Researchers present VascuSR, an iterative anatomy-aware diffusion method for generative super-resolution of computed tomography (CT) images, addressing the problem that missing high-frequency content is not uniquely determined by low-resolution input and that visually plausible reconstructions may contain anatomical errors. The work targets recovery of sharp detail from severely downsampled CT observations.", "body_md": "Generative super-resolution (SR) can recover sharp detail in computed tomography (CT) images from severely downsampled observations, but the missing high-frequency content is not uniquely determined by the low-resolution input. Consequently, visually plausible reconstructions may contain anatomicall", "url": "https://wpnews.pro/news/vascusr-iterative-anatomy-aware-diffusion-for-ct-super-resolution", "canonical_source": "https://aiflash.com/news/133800/", "published_at": "2026-10-17 15:30:09+00:00", "updated_at": "2026-10-17 15:33:57.495313+00:00", "lang": "en", "topics": ["artificial-intelligence", "generative-ai", "computer-vision", "ai-research", "machine-learning"], "entities": ["VascuSR"], "also_reported_by": [], "alternates": {"html": "https://wpnews.pro/news/vascusr-iterative-anatomy-aware-diffusion-for-ct-super-resolution", "markdown": "https://wpnews.pro/news/vascusr-iterative-anatomy-aware-diffusion-for-ct-super-resolution.md", "text": "https://wpnews.pro/news/vascusr-iterative-anatomy-aware-diffusion-for-ct-super-resolution.txt", "jsonld": "https://wpnews.pro/news/vascusr-iterative-anatomy-aware-diffusion-for-ct-super-resolution.jsonld"}}