Student beats the teacher: deep neural networks for lateral ventricles segmentation in brain MR.
Mohsen GhafoorianJonas TeuwenRashindra ManniesingFrank-Erik de LeeuwBram van GinnekenNico KarssemeijerBram PlatelPublished in: Medical Imaging: Image Processing (2018)
Keyphrases
- lateral ventricles
- magnetic resonance images
- brain structures
- mr images
- medical images
- neural network
- magnetic resonance imaging
- anatomical structures
- partial volume
- brain tumors
- grey matter
- magnetic resonance
- gray matter
- medical image analysis
- white matter
- healthy controls
- human brain
- medical imaging
- mri data
- quantitative analysis
- brain tissue
- brain images
- brain mr images
- image data
- pet images
- pattern recognition
- deformable models
- image registration
- segmentation algorithm
- contrast enhanced
- image segmentation
- shape variations
- image intensity
- shape prior
- shape model
- clinical trials
- prostate cancer
- shape analysis
- segmentation method
- logistic regression
- cerebrospinal fluid
- energy function
- high resolution
- multiscale