Unsupervised Detection of Sub-Territories of the Subthalamic Nucleus During DBS Surgery With Manifold Learning.
Ido CohenDan ValskyRonen TalmonPublished in: IEEE Trans. Biomed. Eng. (2023)
Keyphrases
- manifold learning
- semi supervised
- discriminant projection
- subthalamic nucleus
- low dimensional
- dimensionality reduction
- nonlinear dimensionality reduction
- high dimensional
- dimension reduction
- feature extraction
- deep brain stimulation
- computer assisted
- high dimensional data
- unsupervised learning
- supervised learning
- geodesic distance
- neural network
- principal component analysis
- intraoperative
- riemannian manifolds
- image features
- brain atlas
- active learning
- feature space