Semi-supervised Learning of Fetal Anatomy from Ultrasound.
Jeremy TanAnselm AuQingjie MengBernhard KainzPublished in: DART/MIL3ID@MICCAI (2019)
Keyphrases
- semi supervised learning
- ultrasound images
- unlabeled data
- semi supervised
- anatomical structures
- labeled data
- supervised learning
- machine learning
- semi supervised classification
- unsupervised learning
- three dimensional
- manifold regularization
- medical images
- active learning
- learning problems
- training data
- semi supervised learning algorithms
- labeled examples
- edge detection
- co training
- label propagation
- improve the classification accuracy
- pairwise
- semi supervised learning methods
- graph based semi supervised learning
- learning models
- regularization framework
- labeled and unlabeled data
- domain adaptation
- multi view learning
- object recognition
- opinion detection