Hydrocephalus verification on brain magnetic resonance images with deep convolutional neural networks and "transfer learning" technique.
Alexey DemyanchukEkaterina PushkinaNikolay RusskikhDmitry ShtokaloSergey MishinovPublished in: CoRR (2019)
Keyphrases
- transfer learning
- magnetic resonance images
- convolutional neural networks
- brain tissue
- mri scans
- tissue segmentation
- brain tumors
- brain structures
- diffusion weighted
- brain atlas
- mr images
- medical images
- gray matter
- knowledge transfer
- labeled data
- medical imaging
- magnetic resonance imaging
- white matter
- reinforcement learning
- mri data
- brain mr images
- partial volume
- active learning
- cross domain
- machine learning algorithms
- partial volume effects
- brain images
- diffusion tensor
- collaborative filtering
- machine learning
- text categorization
- high resolution
- transfer knowledge
- text classification
- magnetic resonance
- learning algorithm
- target domain
- semi supervised learning
- three dimensional
- human brain
- data sets
- training data
- computer vision