SWT-UNet: Medical Image Segmentation Based on Multi-modality UNet with Sliding Window Transformer Block.
Yangqianhui ZhangDong HanXiaoming GangJiajun MaXu YuanPublished in: BIBM (2023)
Keyphrases
- multi modality
- medical image segmentation
- sliding window
- medical images
- fixed size
- variable size
- data streams
- medical image analysis
- imaging modalities
- medical imaging
- image intensity
- anatomical structures
- deformable models
- multi modal
- mr images
- image registration
- magnetic resonance images
- information theoretic
- magnetic resonance imaging
- mutual information
- curve evolution
- pattern recognition
- data sets
- statistical shape model
- machine learning