Self-Supervised Physics-Based Deep Learning MRI Reconstruction Without Fully-Sampled Data.
Burhaneddin YamanSeyed Amir Hossein HosseiniSteen MoellerJutta EllermannKâmil UgurbilMehmet AkçakayaPublished in: ISBI (2020)
Keyphrases
- deep learning
- sampled data
- image reconstruction
- high resolution
- reconstructed image
- unsupervised learning
- super resolution
- machine learning
- weakly supervised
- sampling methods
- medical images
- deformable models
- data sets
- feature selection
- mental models
- continuous domains
- training data
- three dimensional
- learning process
- information extraction
- topic models
- learning algorithm