Probabilistic Shortest Path Tractography in DTI Using Gaussian Process ODE Solvers.
Michael SchoberNiklas KasenburgAasa FeragenPhilipp HennigSøren HaubergPublished in: MICCAI (3) (2014)
Keyphrases
- shortest path
- gaussian process
- diffusion tensor imaging
- gaussian processes
- white matter
- diffusion tensor
- gaussian process regression
- bayesian framework
- regression model
- shortest path problem
- model selection
- shortest path algorithm
- hyperparameters
- latent variables
- probabilistic model
- semi supervised
- generative model
- bayesian networks
- cross validation
- diffusion tensor images
- gaussian process models
- finding the shortest path
- dw mri
- magnetic resonance images
- shortest distance
- human brain
- maximum a posteriori
- image sequences
- image processing