Ensemble CNN Networks for GBM Tumors Segmentation using Multi-parametric MRI.
Ramy A. ZeineldinMohamed E. KararFranziska Mathis-UllrichOliver BurgertPublished in: CoRR (2021)
Keyphrases
- brain tumors
- magnetic resonance imaging
- brain scans
- medical images
- magnetic resonance images
- low grade gliomas
- mri images
- brain mri
- medical imaging
- mr images
- image segmentation
- segmentation algorithm
- neural network ensemble
- level set
- mri data
- brain structures
- bias field
- parametric representation
- ensemble learning
- partial volume
- segmentation method
- medical image analysis
- brain images
- positron emission tomography
- image analysis
- magnetic resonance
- intensity distribution
- edge detection
- brain tissue
- tissue segmentation
- mr imaging
- network structure
- carotid artery
- region growing
- breast mri
- deformable models
- parametric models
- cellular neural networks
- skull stripping
- anatomical structures
- image processing
- fully automatic
- convolutional neural network
- training set
- image registration
- brain atlas
- shape prior
- deformable registration
- ensemble methods
- social networks