Source-free Domain Adaptation for Multi-site and Lifespan Brain Skull Stripping.
Yunxiang LiRuilong DanShuai WangYifan CaoXiangde LuoChenghao TanGangyong JiaHuiyu ZhouYaqi WangLi WangPublished in: CoRR (2022)
Keyphrases
- domain adaptation
- skull stripping
- multi site
- multiple sources
- target domain
- magnetic resonance images
- brain tissue
- mr images
- magnetic resonance
- adaptive thresholding
- cross domain
- random walker
- transfer learning
- geographically distributed
- labeled data
- semi supervised
- automatic segmentation
- domain specific
- training data
- medical images
- sentiment classification
- semi supervised learning
- test data
- sentiment analysis
- graph cuts
- training samples
- supervised learning
- medical imaging
- mri data
- unlabeled data
- document classification
- distributed computing
- image segmentation
- co training
- feature space
- similarity measure