Multi-Task Semi-Supervised Learning For Pulmonary Lobe Segmentation.
Jingnan JiaZhiwei ZhaiM. Els BakkerIrene Hernández-GirónMarius StaringBerend C. StoelPublished in: ISBI (2021)
Keyphrases
- semi supervised learning
- multi task
- learning problems
- transfer learning
- multi task learning
- learning tasks
- semi supervised
- labeled data
- supervised learning
- unlabeled data
- metric learning
- machine learning
- text categorization
- unsupervised learning
- segmentation algorithm
- image segmentation
- training data
- medical images
- label propagation
- multiple kernel learning
- co training
- gaussian processes
- learning models
- multi class
- active learning
- feature selection
- regularization framework
- information gain
- labeled and unlabeled data
- pairwise
- data sets
- kernel methods
- markov random field