Variational inference for quantifying inter-observer variability in segmentation of anatomical structures.
Xiaofeng LiuFangxu XingThibault MarinGeorges El FakhriJonghye WooPublished in: Medical Imaging: Image Processing (2022)
Keyphrases
- anatomical structures
- manual segmentation
- inter observer variability
- medical images
- variational inference
- medical imaging
- bayesian inference
- shape model
- computed tomography
- fully automated
- automatic segmentation
- magnetic resonance images
- shape analysis
- clinical applications
- mr images
- variational methods
- probabilistic model
- magnetic resonance
- posterior distribution
- ground truth
- image processing
- ct images
- topic models
- level set
- three dimensional
- magnetic resonance imaging
- segmentation algorithm
- x ray
- gold standard
- high quality
- image segmentation
- prior information
- deformable models
- segmented images
- higher order
- computer vision