M-VAAL: Multimodal Variational Adversarial Active Learning for Downstream Medical Image Analysis Tasks.
Bidur KhanalBinod BhattaraiBishesh KhanalDanail StoyanovCristian A. LintePublished in: MIUA (2023)
Keyphrases
- medical image analysis
- active learning
- medical images
- deformable models
- image registration
- image analysis
- computer vision and pattern recognition
- medical imaging
- visual programming environment
- anatomical structures
- medical image data
- medical image segmentation
- magnetic resonance images
- imaging modalities
- image segmentation
- transfer learning
- relevance feedback
- shape modeling
- registration framework
- training set
- clinical applications
- learning algorithm
- brain mr images
- brain structures
- brain tumors
- machine learning
- image data
- semi supervised
- supply chain