TransDiff: medical image segmentation method based on Swin Transformer with diffusion probabilistic model.
Xiaoxiao LiuYan ZhaoShigang WangJian WeiPublished in: Appl. Intell. (2024)
Keyphrases
- segmentation method
- medical images
- probabilistic model
- medical imaging
- active contours
- medical image analysis
- anatomical structures
- image segmentation
- medical diagnosis
- deformable models
- region growing
- magnetic resonance images
- computer aided diagnosis
- image intensity
- region of interest
- magnetic resonance imaging
- imaging modalities
- ct images
- magnetic resonance
- mr images
- automated segmentation
- brain images
- anisotropic diffusion
- computed tomography
- active contour model
- segmentation algorithm
- clinical applications
- computer vision
- soft tissue
- shape prior
- energy function
- watershed segmentation
- feature space
- medical image retrieval