Semi-supervised Learning for Network-Based Cardiac MR Image Segmentation.
Wenjia BaiOzan OktayMatthew SinclairHideaki SuzukiMartin RajchlGiacomo TarroniBen GlockerAndrew P. KingPaul M. MatthewsDaniel RueckertPublished in: MICCAI (2) (2017)
Keyphrases
- semi supervised learning
- cardiac mr
- image segmentation
- deformable models
- semi supervised
- unlabeled data
- labeled data
- wall motion
- nonrigid registration
- supervised learning
- unsupervised learning
- semi supervised classification
- left ventricle
- machine learning
- training data
- co training
- computer vision
- medical images
- image processing
- active learning
- graph cuts
- manifold regularization
- shape prior
- markov random field
- magnetic resonance
- active contours
- multiscale
- unsupervised segmentation
- segmentation algorithm
- image registration
- labeled and unlabeled data
- segmentation method
- image analysis
- energy functional
- pattern recognition
- semi supervised learning algorithms
- spectral clustering
- mr images