README.md

MRCSNet

Deep Convolutional Neural Network for Compressive Sensing of Magnetic Resonance Images （CS-MRI）

Notice:

• The training code will be published after the paper is accepted.
• The models (CSNet96_10.pt and CSNet96_30.pt) are trained at the sampling ratios of 10% and 30% using an NVIDIA 1080Ti GPU.

Requirements

• Python 3.5.x
• Pytorch 0.4.1

Refs:

• RefineGAN in TF （https://github.com/tmquan/RefineGAN )
• Reimplementation of CSNet in Matconvnet （https://github.com/ngcthuong/CSNet )
• CSNet test in Matconvnet （https://github.com/wzhshi/CSNet )