Solving Inverse Problems in Medical Imaging with Score-Based Generative Models.
Yang SongLiyue ShenLei XingStefano ErmonPublished in: ICLR (2022)
Keyphrases
- medical imaging
- generative model
- inverse problems
- medical images
- image reconstruction
- x ray
- convex optimization
- image registration
- image analysis
- probabilistic model
- image segmentation
- global optimization
- image processing
- discriminative learning
- imaging modalities
- discriminative models
- early vision
- computer vision
- optimization problems
- prior knowledge
- optimization methods
- pattern recognition
- remote sensing
- semi supervised
- expectation maximization
- partial differential equations
- graphical models
- objective function
- three dimensional