Medical Instrument Segmentation in 3D US by Hybrid Constrained Semi-Supervised Learning.
Hongxu YangCaifeng ShanArthur BouwmanLukas R. C. DekkerAlexander F. KolenPeter H. N. de WithPublished in: IEEE J. Biomed. Health Informatics (2022)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- semi supervised classification
- supervised learning
- unsupervised learning
- level set
- medical images
- manifold regularization
- machine learning
- segmentation algorithm
- training data
- co training
- image segmentation
- active learning
- label propagation
- regularization framework
- graph based semi supervised learning
- semi supervised learning methods
- semi supervised learning algorithms
- segmentation method
- labeled and unlabeled data
- unlabeled samples
- domain adaptation
- learning models
- semi supervised clustering
- improve the classification accuracy
- text classification
- learning algorithm