AMIGO

SynthAnatomy

VQ-VAE + Transformer based synthesis of 3D anatomical imaging data

nmpevqvae

Neuromorphologicaly Preserving Volumetric Data Encoding Using VQ-VAE

amigolab.github.io

AMIGO website

HA-GAN

Official PyTorch implementation for HA-GAN, a memory efficient 3D GAN, accepted to IEEE J-BHI

pytorch-msssim

Fast and differentiable MS-SSIM and SSIM for pytorch.

thisbraindoesnotexist

BrainSynth

Official implementation of "Realistic Morphology-preserving Generative Modelling of the Brain"

dockerfiles

Where we keep track of Dockerfile, build.sh, run.sh to be used by AMIGO users

Learning-Loss-for-Active-Learning

Reproducing experimental results of LL4AL [Yoo et al. 2019 CVPR]