cyclomon / 3dbraingen
Official Pytorch Implementation of "Generation of 3D Brain MRI Using Auto-Encoding Generative Adversarial Network" (accepted by MICCAI 2019)
☆129Updated 3 years ago
Alternatives and similar repositories for 3dbraingen:
Users that are interested in 3dbraingen are comparing it to the libraries listed below
- Preprocessing pipeline on Brain MR Images through FSL and ANTs, including registration, skull-stripping, bias field correction, enhanceme…☆204Updated 6 years ago
- This is a copy of package for medical image synthesis work with LRes-ResUnet and GAN (wgan-gp) in pytorch framework☆186Updated 3 years ago
- It describes MRI to CT conversion, 3T to 7T conversion using Generative Adversarial Network (GAN).☆57Updated 4 years ago
- An Pytorch Implementation of Variational AutoEncoder for 3D MRI Brain Image☆33Updated 4 years ago
- pytorch dataset class for reading and transforming NIfTI files☆63Updated 3 years ago
- Whole-body MR to CT image mapping☆91Updated 4 years ago
- Framework for the reproducible processing of neuroimaging data with deep learning methods☆167Updated 2 weeks ago
- This is the project about simulating the ageing brain.☆29Updated 3 years ago
- PyTorch Implementation of QuickNAT and Bayesian QuickNAT, a fast brain MRI segmentation framework with segmentation Quality control using…☆103Updated 4 years ago
- 3D StyleGAN2 for Medical Images☆69Updated 3 years ago
- SC-GAN: 3D self-attention conditional GAN with spectral normalization for multi-modal neuroimaging synthesis☆31Updated last year
- ☆192Updated 3 years ago
- Model-based super-resolution of medical images in PyTorch.☆83Updated last year
- Pytorch pipeline for 3D image domain translation using Cycle-Generative-Adversarial-networks, without paired examples.☆158Updated 3 years ago
- Open MS Data☆24Updated 5 years ago
- Code repository for Frontiers article 'Generative Adversarial Networks for Image-to-Image Translation on Multi-Contrast MR Images - A Com…☆237Updated 5 years ago
- Robust Brain Extraction Tool for CT Head Images☆46Updated 4 years ago
- ☆19Updated 3 years ago
- Code accompanying "Modelling the Distribution of 3D Brain MRI using a 2D Slice VAE"☆17Updated 4 years ago
- Official implementations of the pixel-wise and cycle-consistency GAN models for multi-contrast MRI synthesis☆66Updated 5 years ago
- ☆90Updated 6 years ago
- Official PyTorch implementation for HA-GAN, a memory efficient 3D GAN, accepted to IEEE J-BHI☆56Updated 4 months ago
- winning method for WMH segmentation challenge in MICCAI 2017☆47Updated 4 years ago
- The implementation of 3D-UNet using PyTorch