Reducing Positional Variance in Cross-sectional Abdominal CT Slices with Deep Conditional Generative Models.
Xin YuQi YangYucheng TangRiqiang GaoShunxing BaoLeon Y. CaiHo Hin LeeYuankai HuoAnn Zenobia MooreLuigi FerrucciBennett A. LandmanPublished in: CoRR (2022)
Keyphrases
- cross sectional
- generative model
- ct scans
- computed tomography
- ct images
- probabilistic model
- x ray
- medical images
- bayesian framework
- blood vessels
- medical imaging
- image reconstruction
- discriminative learning
- discriminative models
- deep belief networks
- cross section
- mri data
- three dimensional
- generative and discriminative models
- prior knowledge
- hierarchical hidden markov models
- magnetic resonance imaging
- em algorithm
- semi supervised
- deformation field
- conditional random fields
- magnetic resonance images
- fully automatic
- deformable models
- linear combination
- expectation maximization
- information extraction
- machine learning