Deep convolutional neural network for accurate segmentation and quantification of white matter hyperintensities.
Liangliang LiuShaowu ChenXiaofeng ZhuXing-Ming ZhaoFang-Xiang WuJianxin WangPublished in: Neurocomputing (2020)
Keyphrases
- accurate segmentation
- convolutional neural network
- grey matter
- white matter
- mr images
- magnetic resonance images
- automatic segmentation
- gray matter
- cerebrospinal fluid
- brain tissue
- face detection
- low contrast
- magnetic resonance
- mri data
- mri scans
- active shape model
- diffusion tensor
- human brain
- medical images
- intensity distribution
- segmentation result
- diffusion tensor imaging
- image data
- cortical thickness
- partial volume
- brain mr images
- segmentation algorithm
- fully automatic
- multiple sclerosis
- quantitative evaluation
- partial volume effects
- region growing
- feature vectors
- magnetic resonance imaging