Zero-DeepSub: Zero-Shot Deep Subspace Reconstruction for Multiparametric Quantitative MRI

This is the official code for "Zero-DeepSub: Zero-Shot Deep Subspace Reconstruction for Multiparametric Quantitative MRI". The related abstract is published at Magnetic Resonance in Medicine.

The baseline zero-shot learning code is forked from here
For dependencies and installation, please follow here

If you have any questions/comments/suggestions, please contact at yjun@mgh.harvard.edu

Cite

If you use the Zero-DeepSub code in your project, please cite the following abstract:

@article{jun2024Zero-DeepSub,
  title={{Zero-DeepSub}: Zero-shot deep subspace reconstruction for rapid multiparametric quantitative {MRI} using {3D-QALAS}},
  author={Jun, Yohan and Arefeen, Yamin  and Cho, Jaejin  and Fujita, Shohei  and Wang, Xiaoqing and Grant, P. Ellen and Gagoski, Borjan and Jaimes, Camilo and Gee, Michael S. and Bilgic, Berkin},
  journal={Magnetic resonance in medicine},
  year={2024},
  publisher={Wiley Online Library}
}