amirhossein-kz/Awesome-Diffusion-Models-in-Medical-Imaging resource

Health v2 · maintenance only

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2109 stars · 173 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated awesome-list of research papers and survey articles on diffusion models applied to medical imaging, maintained alongside a published Medical Image Analysis survey. It organizes papers by task such as segmentation, denoising, reconstruction, and image generation.

Use cases

• find papers on diffusion models for medical image segmentation
• survey of DDPM applications in medical imaging
• research reading list for generative models in healthcare
• find diffusion model papers for MRI reconstruction
• learn about denoising diffusion models in radiology
• find text-to-image medical imaging papers

When to choose

• you need a curated, categorized bibliography of diffusion model research in medical imaging
• you are writing a literature review or survey on generative models in healthcare

When to avoid

• you need runnable code or a software library rather than a paper collection
• you need general-purpose diffusion model resources outside medical imaging

Facets

learning-resource · maturity active

deep-learning machine-learning image-processing healthcare deep-learning machine-learning image-processing awesome-lists cross-platform awesome-list diffusion-models medical-imaging survey papers ddpm generative-models

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markdown · JSON · MCP: product_card(name="amirhossein-kz/Awesome-Diffusion-Models-in-Medical-Imaging")