Clinically Plausible Pathology-Anatomy Disentanglement in Patient Brain MRI with Structured Variational Priors.
Anjun HuJean-Pierre R. FaletBrennan S. NichyporukChangjian ShuiDouglas L. ArnoldSotirios A. TsaftarisTal ArbelPublished in: CoRR (2022)
Keyphrases
- brain mri
- anatomical structures
- magnetic resonance images
- medical images
- inter patient
- medical data
- medical imaging
- region growing
- mri brain
- image segmentation
- medical image analysis
- clinical setting
- imaging modalities
- manual segmentation
- multiple sclerosis
- patient data
- clinical applications
- shape model
- shape analysis
- partial volume
- bayesian framework
- clinical trials
- ct images
- prior information
- magnetic resonance imaging
- brain structures
- treatment planning
- prior knowledge
- three dimensional
- x ray
- deformable models
- magnetic resonance
- pairwise