Pytorch code for the paper ["ESCMPGGAN: A Progressive Growing GAN Composed of Enhanced Style-Consistent Modulation for Fetal Ultrasound Four-chamber View Editing Synthesis"], which is submitted to the Medical Image Analysis for a Major Revision. We will update this repo when the manuscript is accepted for publication, and then the community can cite and employ our codes and datasets.
The code is stable using Python 3. 7. 11, Pytorch 1. 7. 1, Torchvision 0. 8. 2, CUDA 11. 0. 221, and CUDNN 8. 0. 5
The ESCMPGGAN is trained with NVIDIA 3090 24G. If you want to know more detailed information about Hardware and Software, please go to our manuscript, thanks!
Fetal US FC view dataset from the paper will be made public soon!