Automated sub-cortical brain structure segmentation combining spatial and deep convolutional features.
Kaisar KushibarSergi ValverdeSandra González-VillàJosé BernalMariano CabezasArnau OliverXavier LladóPublished in: CoRR (2017)
Keyphrases
- unsupervised feature learning
- spatial information
- spatial distribution
- anatomical features
- level set
- deep learning
- spatial constraints
- segmentation method
- spatial context
- feature set
- spatial features
- fully automatic
- spatial relationships
- segmentation accuracy
- feature extraction
- brain mri
- cortical surface
- segmentation algorithm
- feature vectors
- feature space
- image segmentation
- magnetic resonance images
- object segmentation
- natural images
- image features
- brain mr images
- cerebral cortex
- basal ganglia
- subcortical structures