Semi-supervised deep learning of brain tissue segmentation.
Ryo ItoKen NakaeJunichi HataHideyuki OkanoShin IshiiPublished in: Neural Networks (2019)
Keyphrases
- tissue segmentation
- deep learning
- semi supervised
- unsupervised learning
- magnetic resonance images
- weakly supervised
- brain tissue
- mr images
- partial volume
- magnetic resonance
- high dimension
- labeled data
- intensity distribution
- supervised learning
- pairwise
- machine learning
- medical images
- active learning
- generative model
- unlabeled data
- white matter
- automatic segmentation
- brain images
- image processing
- multiscale
- computer vision
- mri data
- mental models
- magnetic resonance imaging
- pattern recognition
- feature space
- brain mri
- image data