fahadshamshad/awesome-transformers-in-medical-imaging resource

Health v2 · maintenance only

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1296 stars · 195 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 papers and open-source implementations on applications of Transformers in medical imaging, complementing the authors' survey published in Medical Image Analysis. It organizes resources chronologically across segmentation, classification, reconstruction, registration, synthesis, detection, and clinical report generation.

Use cases

• find papers on transformers for medical image segmentation
• research vision transformers for radiology report generation
• survey deep learning methods for medical image classification
• find open-source implementations of transformer models for MRI reconstruction
• keep up with latest transformer research in medical imaging
• find resources on medical image registration and synthesis
• literature review for a medical imaging deep learning project

When to choose

• you need a curated, regularly updated reading list of transformer papers in medical imaging
• you are writing a literature review or survey on transformer-based medical image analysis
• you want links to open-source implementations alongside papers

When to avoid

• you need runnable software or a library rather than a paper collection
• you need non-transformer deep learning methods for medical imaging
• you need a maintained codebase with a license

Facets

learning-resource · maturity active

deep-learning machine-learning documentation artificial-intelligence deep-learning computer-vision healthcare awesome-lists tutorials cross-platform awesome-list transformers vision-transformers medical-imaging medical-image-segmentation medical-image-classification medical-image-reconstruction medical-image-registration medical-image-synthesis clinical-report-generation survey-paper covid-19 brain-tumor-segmentation

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