README.md

---
tags:
- medical
- mri
- neuraloperator
- fastmri
pretty_name: fastMRI Tiny
title: NO-MRI
emoji: 🩺
colorFrom: green
colorTo: blue
sdk: gradio
sdk_version: "5.33.2"
app_file: app.py
pinned: false
---
# A Unified Model for Compressed Sensing MRI Across Undersampling Patterns

> [**A Unified Model for Compressed Sensing MRI Across Undersampling Patterns**](https://arxiv.org/abs/2410.16290)  
> Armeet Singh Jatyani, Jiayun Wang, Aditi Chandrashekar, Zihui Wu, Miguel Liu-Schiaffini, Bahareh Tolooshams, Anima Anandkumar  
> *Paper at [CVPR 2025](https://cvpr.thecvf.com/Conferences/2025/AcceptedPapers)*

This is a tiny subset of 230 fastMRI samples, used in the demo for the above [paper](https://huggingface.co/armeet/nomri) at CVPR 2025!


## Citation

If you found our work helpful or used any of our models (UDNO), please cite the following:
```bibtex
@inproceedings{jatyani2025nomri,
  author    = {Armeet Singh Jatyani* and Jiayun Wang* and Aditi Chandrashekar and Zihui Wu and Miguel Liu-Schiaffini and Bahareh Tolooshams and Anima Anandkumar},
  title     = {A Unified Model for Compressed Sensing MRI Across Undersampling Patterns},
  booktitle = {Conference on Computer Vision and Pattern Recognition (CVPR) Proceedings},
  abbr      = {CVPR},
  year      = {2025}
}
```

![paper_preview](https://github.com/user-attachments/assets/7e6adaa5-a5fa-4b68-bd8c-5279f6f643d7)

https://arxiv.org/abs/2410.16290