A Gaussian Process Emulator for Estimating the Volume of Tissue Activated During Deep Brain Stimulation.
Iván De La PavaViviana Gómez-OrozcoMauricio A. ÁlvarezÓscar A. HenaoGenaro Daza-SantacolomaÁlvaro Á. OrozcoPublished in: IbPRIA (2015)
Keyphrases
- gaussian process
- deep brain stimulation
- gaussian processes
- subthalamic nucleus
- bayesian framework
- regression model
- gaussian process regression
- latent variables
- intraoperative
- hyperparameters
- covariance function
- semi supervised
- model selection
- gaussian process models
- three dimensional
- generative model
- expectation propagation
- magnetic resonance images
- graph cuts
- trajectory planning
- closed form
- computer aided
- em algorithm
- brain tissue
- edge detection