Skip to content

Official code for "Free-breathing dynamic MRI reconstruction via joint time-dependent coil sensitivity estimation using implicit neural representation"

Notifications You must be signed in to change notification settings

AMRI-Lab/IMJ-PLUS

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

9 Commits
 
 
 
 
 
 
 
 

Repository files navigation

IMJ-PLUS

This repo holds the codes for IMJ-PLUS.

1. Environmental Requirements

To run the reconstruction demo, the following dependencies are required:

  • Python 3.8
  • PyTorch 2.0.1
  • torchkbnufft 1.4.0
  • tiny-cuda-nn 1.7
  • imageio 2.33.0
  • torchvision, tensorboard, h5py, scikit-image, tqdm, numpy, scipy

2. Sample Data

Download the sample data from https://drive.google.com/file/d/19nY5O27XB-LglJgHX-N7tsZgyhiMTTAi/view?usp=sharing and put it into the corresponding directory

3. Files Descriptions

└── IMJ-PLUS/  
      ├── run_demo.py                     # Code to demo how to use IMJ-PLUS for reconstruction
      ├── IMJPLUS.pyc                     # Perform IMJ-PLUS reconstruction
      └── utils.pyc                       # Some supporting functions

4. Usage

To test the performance of IMJ-PLUS, run the following command:

python run_demo.py -g 0 -s 21

About

Official code for "Free-breathing dynamic MRI reconstruction via joint time-dependent coil sensitivity estimation using implicit neural representation"

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages