xinario/awesome-gan-for-medical-imaging resource

Health v2 · maintenance only

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2362 stars · 447 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 resources on generative adversarial networks (GANs) applied to medical imaging. It organizes papers by task such as low-dose CT denoising, segmentation, detection, synthesis, reconstruction, classification, and registration.

Use cases

• find papers on GANs for medical image synthesis
• research low-dose CT denoising with deep learning
• survey GAN applications in medical imaging
• find GAN papers on medical image segmentation
• get started with deep learning for radiology image reconstruction
• find super-resolution and registration papers for medical scans

When to choose

• you need a literature survey of GAN methods in medical imaging
• you want curated paper lists organized by imaging task
• you are starting research at the intersection of GANs and healthcare imaging

When to avoid

• you need runnable code or a library rather than a paper list
• you want coverage of non-GAN deep learning methods in medical imaging
• you need actively updated content, as the list has not been refreshed recently

Facets

learning-resource · maturity maintenance

deep-learning image-processing computer-vision healthcare machine-learning deep-learning image-processing cross-platform awesome-list gan medical-imaging ct-denoising image-synthesis segmentation super-resolution paper-list

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markdown · JSON · MCP: product_card(name="xinario/awesome-gan-for-medical-imaging")