Segmentation of the subthalamic nucleus in MRI via Convolutional Neural Networks for deep brain stimulation planning.
John S. H. BaxterEhouarn MaguetPierre JanninPublished in: Medical Imaging: Image-Guided Procedures (2021)
Keyphrases
- subthalamic nucleus
- deep brain stimulation
- brain atlas
- convolutional neural networks
- magnetic resonance images
- medical images
- intraoperative
- brain structures
- image segmentation
- segmentation algorithm
- deep brain
- trajectory planning
- medical imaging
- brain tissue
- level set
- motion planning
- multiscale
- segmentation method
- fully automatic
- image analysis
- shape prior
- brain images
- deformable models
- high resolution