White Matter Hyperintensities Segmentation in a Few Seconds Using Fully Convolutional Network and Transfer Learning.
Yongchao XuThierry GéraudÉlodie PuybareauIsabelle BlochJoseph ChazalonPublished in: BrainLes@MICCAI (2017)
Keyphrases
- transfer learning
- white matter
- gray matter
- corpus callosum
- cerebrospinal fluid
- grey matter
- magnetic resonance images
- human brain
- partial volume effects
- reinforcement learning
- labeled data
- diffusion tensor
- active learning
- convolutional network
- brain structures
- brain mr images
- diffusion tensor imaging
- segmentation algorithm
- convolutional neural networks
- mr images
- machine learning
- collaborative filtering
- medical images
- brain tissue
- medical imaging
- image segmentation
- target domain
- text mining
- image analysis
- semi supervised learning
- level set
- multiscale
- segmentation method
- unlabeled data
- text classification
- text categorization
- information processing
- data analysis