Fusing Unsupervised and Supervised Deep Learning for White Matter Lesion Segmentation.
Christoph BaurBenedikt WiestlerShadi AlbarqouniNassir NavabPublished in: MIDL (2019)
Keyphrases
- deep learning
- multiple sclerosis
- unsupervised learning
- white matter
- weakly supervised
- supervised learning
- magnetic resonance images
- semi supervised
- human brain
- mri data
- machine learning
- brain mri
- brain images
- diffusion tensor imaging
- corpus callosum
- clinical trials
- diffusion tensor
- mr images
- brain tissue
- magnetic resonance
- superpixels
- dimensionality reduction
- feature selection
- magnetic resonance imaging
- model selection
- tensor field
- object class
- information processing
- expectation maximization
- fiber bundles
- active learning
- pairwise