Deep Q-Network-Driven Catheter Segmentation in 3D US by Hybrid Constrained Semi-Supervised Learning and Dual-UNet.
Hongxu YangCaifeng ShanAlexander F. KolenPeter H. N. de WithPublished in: CoRR (2020)
Keyphrases
- prior knowledge
- semi supervised learning
- labeled data
- unlabeled data
- semi supervised
- training data
- semi supervised classification
- co training
- supervised learning
- unsupervised learning
- transfer learning
- segmentation algorithm
- image segmentation
- label propagation
- semi supervised learning methods
- machine learning
- graph based semi supervised learning
- level set
- class labels
- complex networks
- learning models
- labeled and unlabeled data
- medical images
- active learning
- segmentation method
- metric learning
- semi supervised clustering
- e learning
- manifold regularization
- computer vision