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: MICCAI (8) (2022)
Keyphrases
- cross sectional
- generative model
- ct scans
- computed tomography
- ct images
- probabilistic model
- bayesian framework
- x ray
- em algorithm
- blood vessels
- discriminative learning
- medical images
- discriminative models
- cross section
- hierarchical hidden markov models
- mri data
- deep belief networks
- prior knowledge
- fully automatic
- medical imaging
- region of interest
- expectation maximization
- three dimensional
- image reconstruction
- semi supervised
- data sets
- semi supervised learning
- deformation field
- information extraction
- active learning