Self-Supervised Pre-Training of Swin Transformers for 3D Medical Image Analysis.
Yucheng TangDong YangWenqi LiHolger R. RothBennett A. LandmanDaguang XuVishwesh NathAli HatamizadehPublished in: CVPR (2022)
Keyphrases
- medical image analysis
- medical images
- deformable models
- image registration
- image analysis
- anatomical structures
- medical imaging
- medical image data
- computer vision and pattern recognition
- medical image segmentation
- imaging modalities
- brain mr images
- magnetic resonance images
- training process
- training examples
- surface registration
- visual programming environment
- digital image analysis
- neural network
- clinical applications
- training samples
- brain structures
- supervised learning
- cerebral cortex
- training set
- human brain
- shape modeling
- training data
- image segmentation