NYU Langone & FAIR FastMRI Dataset

Description

This dataset contains deidentified raw k-space data and DICOM image files of over 1,500 knees and 6,970 brains.

Update Frequency

The dataset is estimated to grow annually to include MRI raw data and imaging for additional body structures.

License

MIT License

Documentation

https://fastmri.med.nyu.edu/

Managed By

FastMRI

See all datasets managed by FastMRI.

Contact

Florian Knoll

How to Cite

NYU Langone & FAIR FastMRI Dataset was accessed on DATE from https://registry.opendata.aws/nyu-fastmri.

Usage Examples

Tutorials

• FastMRI Tutorial (Jupyter Notebook) by Tullie Murrell
  
• How to Get Started Working with the FastMRI Dataset (and why you should!) by Kevin Hodges
  

Publications

• Advancing machine learning for MR image reconstruction with an open competition:Overview of the 2019 fastMRI challenge by Knoll et al (2020)
  
• Assessment of the generalization of learned image reconstruction and the potential for transfer learning. by Knoll et al (2019)
  
• Deep Learning Methods for Parallel Magnetic Resonance Image Reconstruction by Knoll et al (2019)
  
• fastMRI:An Open Dataset and Benchmarks for Accelerated MRI by Zbontar et al (2019)