albarqouni/Deep-Learning-for-Medical-Applications resource

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

1608 stars · 503 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 deep learning papers on medical image analysis, organized by technique (CNN, RNN, GAN, autoencoders) and medical application (segmentation, classification, detection, registration). Papers are annotated with metadata like imaging modality and clinical database.

Use cases

• find deep learning papers on medical image segmentation
• get a starting reading list for deep learning in medical imaging
• find papers on MRI or CT analysis using CNNs
• survey GAN applications in medical imaging
• find peer-reviewed papers on tumor detection and localization
• research deep learning for histopathology image classification

When to choose

• starting research in deep learning for medical applications
• building a literature review on medical image analysis
• looking for curated, peer-reviewed papers with modality metadata

When to avoid

• you need runnable code or datasets rather than paper references
• you need up-to-the-minute papers, as the list is no longer actively updated

Facets

learning-resource · maturity maintenance

deep-learning machine-learning computer-vision image-processing deep-learning healthcare computer-vision machine-learning awesome-lists cross-platform awesome-list medical-imaging papers research bibliography

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markdown · JSON · MCP: product_card(name="albarqouni/Deep-Learning-for-Medical-Applications")