Brain-vascular segmentation for SEEG planning via a 3D fully-convolutional neural network.
Sara El HadjiSara MocciaDavide ScorzaMichele RizziFrancesco CardinaleGiuseppe BaselliElena De MomiPublished in: EMBC (2019)
Keyphrases
- convolutional neural network
- caudate nucleus
- tubular structures
- vessel segmentation
- brain mr images
- face detection
- image segmentation
- brain structures
- brain tumors
- segmentation method
- mri brain images
- shape prior
- anatomical knowledge
- tissue segmentation
- medical images
- planning problems
- brain tissue
- cerebrospinal fluid
- probabilistic atlas
- level set
- segmentation algorithm
- fully automatic
- magnetic resonance images
- brain images
- optical coherence tomography
- image analysis
- human brain
- medical imaging
- mr images
- fluid registration
- blood vessels
- region growing
- fully unsupervised
- retinal images
- neural network
- left ventricle
- partial volume
- corpus callosum
- brain mri
- automatic segmentation
- ct images
- computer vision
- machine learning