Dual Meta-Learning with Longitudinally Generalized Regularization for One-Shot Brain Tissue Segmentation Across the Human Lifespan.
Yongheng SunFan WangJun ShuHaifeng WangLi WangDeyu MengChunfeng LianPublished in: ICCV (2023)
Keyphrases
- meta learning
- tissue segmentation
- magnetic resonance images
- brain tissue
- learning tasks
- inductive learning
- model selection
- mr images
- magnetic resonance
- high dimension
- partial volume
- feature selection
- machine learning algorithms
- medical images
- mri data
- gray matter
- decision trees
- machine learning
- automatic segmentation
- computer vision
- intensity distribution
- human subjects
- image processing
- magnetic resonance imaging
- human brain
- real world
- medical imaging
- knowledge acquisition
- data analysis
- similarity measure
- feature extraction