Multi-task Semi-supervised Learning for Pulmonary Lobe Segmentation.
Jingnan JiaZhiwei ZhaiM. Els BakkerIrene Hernández-GirónMarius StaringBerend C. StoelPublished in: CoRR (2021)
Keyphrases
- semi supervised learning
- multi task
- learning problems
- transfer learning
- multi task learning
- semi supervised
- learning tasks
- unlabeled data
- labeled data
- supervised learning
- metric learning
- machine learning
- unsupervised learning
- training data
- multi class
- co training
- segmentation algorithm
- gaussian processes
- multiple kernel learning
- learning models
- medical images
- text categorization
- label propagation
- image segmentation
- learning algorithm
- labeled and unlabeled data
- active learning
- information gain
- learning experience
- machine learning algorithms
- training examples
- probabilistic model
- learning process
- feature extraction
- feature selection
- regularization framework