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Stable-Net

This repository contains the PyTorch implementations of our manuscript "A Physics-Based Zero-Shot Learning Method for Stabilizing Fast MRI Reconstruction Using Implicit Neural Representation"
Authors: Mingxing Chen, Ruimin Feng, Ming Zhang, Yuyao Zhang, Chunlei Liu, Hongjiang Wei

Download datasets

The data used for this study is available at https://fastmri.org/, https://www.mn.uio.no/math/english/people/aca/vegarant/data/storage2.zip, and https://zenodo.org/records/5497811.

Setup the environment

Please install the required packages in “requirements.txt” before running "run_demo.py".
Python 3.10.9
PyTorch 1.13.1