Unsupervised Deep Learning for Medical Image Analysis - Valentyn1997/xray GitHub Wiki
General
- A Tour of Unsupervised Deep Learning for Medical Image Analysis:
- Systematical overview of unsupervised deep learning methods for medical image analysis
Autoencoder
Robust Anomaly Detection in Images using Adversarial Autoencoders
Convolutional Autoencoder
see Convolutional autoencoders
Variational Autoencoders
GAN / Flow-based models
see Evaluate usability of GANs, flow based models
Spatial Transformers
Helps model to be spatial invariant. See Spatial transformers