Unsupervised Deep Learning for Bayesian Brain MRI Segmentation.
Adrian V. DalcaEvan M. YuPolina GollandBruce FischlMert R. SabuncuJuan Eugenio IglesiasPublished in: MICCAI (3) (2019)
Keyphrases
- deep learning
- mri segmentation
- unsupervised learning
- deep architectures
- magnetic resonance images
- weakly supervised
- brain tissue
- mri images
- unsupervised feature learning
- cancer treatment
- brain tumors
- supervised learning
- machine learning
- semi supervised
- fuzzy c means
- human brain
- magnetic resonance imaging
- mental models
- maximum likelihood
- brain images
- learning strategies
- learning algorithm
- mr images
- model selection
- decision support
- medical images
- high resolution
- training data