Think Twice Before Selection: Federated Evidential Active Learning for Medical Image Analysis with Domain Shifts.
Jiayi ChenBenteng MaHengfei CuiYong XiaKwang-Ting ChengPublished in: CoRR (2023)
Keyphrases
- medical image analysis
- active learning
- medical images
- deformable models
- medical imaging
- imaging modalities
- image analysis
- anatomical structures
- image registration
- visual programming environment
- registration framework
- brain mr images
- computer vision and pattern recognition
- medical image data
- magnetic resonance images
- shape modeling
- domain specific
- cerebral cortex
- surface registration
- transfer learning
- brain structures
- random selection
- groupwise registration
- mr images
- brain tumors
- medical image segmentation
- learning algorithm
- selection strategy
- computer vision
- image sequences
- image data
- sample selection
- machine learning