mkhateri/Awesome-MRI-Super-Resolution

🧠 Awesome MRI Super-Resolution

A curated and continuously updated collection of deep-learning-based MRI super-resolution research: papers, code, datasets, tools, and tutorials.

📄 Survey Paper

MRI Super-Resolution with Deep Learning: A Comprehensive Survey (arXiv:2511.16854)

📚 Contents

• Surveys & Overviews
• Published Papers & Associated Code
• Datasets
• Preprocessing Tools
• Quality Assessment & Evaluation Metrics
• Tutorials, Talks, Courses
• Open-source Tools & Repositories

🛠️ Contributing

If you discover new papers, datasets, tools, or resources, feel free to contribute via Pull Request. Please follow existing formatting conventions and verify links.

📚 Citation

If you find this collection useful, please consider starring the repo and citing the survey paper:

@article{khateri2025mri,
  title={MRI Super-Resolution with Deep Learning: A Comprehensive Survey},
  author={Khateri, Mohammad and Vasylechko, Serge and Ghahremani, Morteza and Timms, Liam and Kocanaogullari, Deniz and Warfield, Simon K and Jaimes, Camilo and Karimi, Davood and Sierra, Alejandra and Tohka, Jussi and others},
  journal={arXiv preprint arXiv:2511.16854},
  year={2025}
}