Joint Inference on Structural and Diffusion MRI for Sequence-Adaptive Bayesian Segmentation of Thalamic Nuclei with Probabilistic Atlases.
Juan Eugenio IglesiasKoen Van LeemputPolina GollandAnastasia YendikiPublished in: IPMI (2019)
Keyphrases
- joint inference
- probabilistic model
- diffusion mri
- joint segmentation
- bayesian networks
- human brain
- posterior probability
- graphical models
- image segmentation
- white matter
- corpus callosum
- generative model
- bayesian inference
- segmentation algorithm
- conditional random fields
- level set
- entity resolution
- segmentation method
- information extraction
- atlas construction
- diffusion tensor imaging
- medical images
- diffusion tensor
- image analysis
- multiscale
- diffusion tensor images
- magnetic resonance images
- shape prior
- markov random field
- gray matter
- medical imaging
- deformable models