Semi-supervised learning of anatomical manifolds for atlas-based segmentation of medical images.
Magnus BorgaThord AnderssonOlof Dahlqvist LeinhardPublished in: ICPR (2016)
Keyphrases
- semi supervised learning
- segmentation of medical images
- medical images
- manifold structure
- semi supervised
- unlabeled data
- manifold learning
- labeled data
- supervised learning
- medical imaging
- unsupervised learning
- machine learning
- volumetric data
- manifold regularization
- training data
- active learning
- semi supervised classification
- low dimensional
- co training
- high dimensional
- three dimensional
- euclidean space
- semi supervised learning algorithms
- label propagation
- transfer learning
- graph based semi supervised learning
- labeled and unlabeled data
- graph laplacian
- domain adaptation
- metric learning
- multiscale
- image processing
- computer vision