NPBDREG: Uncertainty assessment in diffeomorphic brain MRI registration using a non-parametric Bayesian deep-learning based approach.
Samah KhawaledMoti FreimanPublished in: Comput. Medical Imaging Graph. (2022)
Keyphrases
- deep learning
- brain mri
- mri brain
- inter subject registration
- image registration
- magnetic resonance images
- anatomical structures
- deformation field
- unsupervised learning
- region growing
- deformable registration
- machine learning
- medical imaging
- demons algorithm
- atlas construction
- mental models
- registration accuracy
- medical images
- weakly supervised
- image volumes
- mutual information
- magnetic resonance
- maximum likelihood
- bayesian networks
- image segmentation
- displacement field
- shape analysis
- brain images
- shape model
- mr images
- remote sensing
- edge detection
- image data
- high resolution
- image analysis
- object recognition
- computer vision