Confident Coreset for Active Learning in Medical Image Analysis.
Seong Tae KimFarrukh MushtaqNassir NavabPublished in: CoRR (2020)
Keyphrases
- medical image analysis
- active learning
- medical images
- deformable models
- image registration
- medical imaging
- image analysis
- imaging modalities
- medical image data
- anatomical structures
- computer vision and pattern recognition
- learning algorithm
- learning strategies
- digital image analysis
- selective sampling
- magnetic resonance images
- random sampling
- medical image segmentation
- shape modeling
- supervised learning
- semi supervised
- brain mr images
- cerebral cortex
- surface registration
- registration framework
- active learning strategies
- visual programming environment
- labeled data
- learning process
- training set
- machine learning
- brain tumors
- experimental design
- computer vision
- clinical applications
- shape analysis
- pairwise
- three dimensional
- image processing
- data sets