Deep conditional generative models for longitudinal single-slice abdominal computed tomography harmonization.
Xin YuQi YangYucheng TangRiqiang GaoShunxing BaoLeon Y. CaiHo Hin LeeYuankai HuoAnn Zenobia MooreLuigi FerrucciBennett A. LandmanPublished in: CoRR (2023)
Keyphrases
- generative model
- computed tomography
- ct data
- ct images
- medical images
- ct scans
- liver segmentation
- medical imaging
- image reconstruction
- three dimensional
- discriminative learning
- computed tomography scans
- probabilistic model
- automatic segmentation
- patient specific
- discriminative models
- generative and discriminative models
- hierarchical hidden markov models
- em algorithm
- semi supervised
- prior knowledge
- medical image processing
- deep belief networks
- intraoperative
- inter observer variability
- image guided
- statistical shape model