Bayesian Deep Active Learning for Medical Image Analysis.
Biraja GhoshalStephen SwiftAllan TuckerPublished in: AIME (2021)
Keyphrases
- medical image analysis
- active learning
- medical images
- deformable models
- medical imaging
- belief nets
- image analysis
- image registration
- anatomical structures
- medical image data
- imaging modalities
- visual programming environment
- semi supervised
- computer vision and pattern recognition
- maximum likelihood
- brain mr images
- shape modeling
- medical image segmentation
- learning strategies
- surface registration
- magnetic resonance images
- registration framework
- clinical applications
- selective sampling
- machine learning
- training set
- bayesian networks
- learning algorithm
- experimental design
- learning process
- brain tumors
- quantitative analysis
- shape prior
- multi view
- digital images
- three dimensional
- neural network