Variational Inference for Quantifying Inter-observer Variability in Segmentation of Anatomical Structures.
Xiaofeng LiuFangxu XingThibault MarinGeorges El FakhriJonghye WooPublished in: CoRR (2022)
Keyphrases
- anatomical structures
- inter observer variability
- manual segmentation
- medical images
- variational inference
- medical imaging
- computed tomography
- shape model
- mr images
- clinical applications
- bayesian inference
- magnetic resonance images
- automatic segmentation
- variational methods
- topic models
- magnetic resonance
- posterior distribution
- shape analysis
- fully automated
- ct images
- probabilistic model
- magnetic resonance imaging
- segmentation algorithm
- ground truth
- shape prior
- deformable models
- carotid artery
- image processing
- energy function
- active shape model
- x ray
- multiscale