Physics-Inspired Generative Models in Medical Imaging: A Review.
Dennis HeinAfshin BozorgpourDorit MerhofGe WangPublished in: CoRR (2024)
Keyphrases
- medical imaging
- generative model
- medical images
- x ray
- probabilistic model
- medical image processing
- image processing and analysis
- image segmentation
- mixture model
- image analysis
- image registration
- image processing
- anatomical structures
- discriminative learning
- imaging modalities
- shape analysis
- discriminative models
- conditional random fields
- prior knowledge
- remote sensing
- image guided surgery
- hierarchical hidden markov models
- semi supervised
- computer vision
- em algorithm
- object categories
- generative and discriminative models
- multiscale
- three dimensional
- representational power
- neural network
- graphical models
- machine learning