Multi-task learning for concurrent survival prediction and semi-supervised segmentation of gliomas in brain MRI.
Wenxia WuJing YanYuanshen ZhaoQiuchang SunHuailing ZhangJingliang ChengDong LiangYinsheng ChenZhenyu ZhangZhicheng LiPublished in: Displays (2023)
Keyphrases
- brain mri
- multi task learning
- semi supervised
- survival prediction
- multi task
- magnetic resonance images
- region growing
- anatomical structures
- gaussian processes
- learning tasks
- semi supervised learning
- high order
- theoretical analysis
- learning problems
- labeled data
- brain tumors
- metric learning
- transfer learning
- medical images
- mr images
- multi view
- medical imaging
- unlabeled data
- active learning
- data analysis
- learning experience
- training set
- pairwise
- gene selection
- magnetic resonance imaging
- learning models
- pattern recognition