Joint registration and synthesis using a probabilistic model for alignment of MRI and histological sections.
Juan Eugenio IglesiasMarc ModatLoïc PeterAllison StevensRoberto AnnunziataTom VercauterenEd LeinBruce FischlSébastien OurselinPublished in: CoRR (2018)
Keyphrases
- probabilistic model
- image alignment
- magnetic resonance imaging
- automatic registration
- image registration
- brain segmentation
- maximization of mutual information
- brain atlas
- partially overlapping
- accurate registration
- intensity distribution
- language model
- magnetic resonance images
- tissue segmentation
- medical images
- medical image analysis
- bayesian networks
- probabilistic atlas
- brain structures
- mr imaging
- medical imaging
- deep brain
- mr images
- mri data
- global alignment
- mri brain
- principal axes
- high resolution
- mutual information
- registration accuracy
- intra subject
- image pairs
- mri images
- rigid transformation
- image guided
- organ motion
- registration process
- nonrigid registration
- clinical applications
- brain tumors
- deformation field
- surface registration
- image modalities
- dce mri
- prostate biopsy
- point cloud