Multi-Center MRI Carotid Plaque Component Segmentation Using Feature Normalization and Transfer Learning.
Arna van EngelenAnouk C. van DijkMartine T. B. TruijmanRonald van't KloosterAnnegreet van OpbroekAad van der LugtWiro J. NiessenM. Eline KooiMarleen de BruijnePublished in: IEEE Trans. Medical Imaging (2015)
Keyphrases
- carotid artery
- transfer learning
- ultrasound images
- magnetic resonance imaging
- region growing
- learning tasks
- deformable models
- knowledge transfer
- fully automated
- labeled data
- manual segmentation
- active learning
- cross domain
- medical images
- contrast enhanced
- semi supervised learning
- text categorization
- active shape model
- machine learning
- multi task
- reinforcement learning
- text classification
- domain adaptation
- collaborative filtering
- target domain
- learning algorithm
- transfer knowledge
- machine learning algorithms
- feature vectors
- image segmentation
- magnetic resonance images
- segmentation algorithm
- text mining
- transferring knowledge
- unlabeled data
- semi supervised
- mri data
- high dimensional
- learning environment