This is a ResNet-based post-processing 3D network for reducing the low-dose noise and artifacts.
- Linux Platform
- NVIDIA GPU + CUDA
- PyTorch == 1.0.1
- Python3.6
- Numpy1.16
- Scipy1.2
- CT scanning data of ten patients from Mayo Clinic
The following three images show current results of the network for restoring the low-dose CT images at transverse, coronal and sagittal planes, respectively.
If you have any question, please feel free to contact Danyang Li (Email: lidanyang1995@smu.edu.cn).