M-VAAL: Multimodal Variational Adversarial Active Learning for Downstream Medical Image Analysis Tasks.
Bidur KhanalBinod BhattaraiBishesh KhanalDanail StoyanovCristian A. LintePublished in: CoRR (2023)
Keyphrases
- medical image analysis
- active learning
- medical images
- deformable models
- medical imaging
- image analysis
- anatomical structures
- image registration
- visual programming environment
- transfer learning
- surface registration
- medical image data
- computer vision and pattern recognition
- medical image segmentation
- optical flow
- digital image analysis
- shape modeling
- imaging modalities
- brain mr images
- multi agent
- image segmentation
- clinical applications
- semi supervised
- magnetic resonance images
- pattern recognition
- label noise
- experimental design
- medical data
- shape analysis
- active learning strategies
- learning process
- computer vision