Shape prior-constrained deep learning network for medical image segmentation.
Pengfei ZhangYuanzhi ChengShinichi TamuraPublished in: Comput. Biol. Medicine (2024)
Keyphrases
- medical image segmentation
- deep learning
- shape prior
- curve evolution
- medical images
- level set
- image segmentation
- deformable models
- level set method
- active contours
- graph cuts
- shape model
- active contour model
- unsupervised learning
- object segmentation
- machine learning
- shape variations
- active shape model
- shape representation
- global optimization
- medical imaging
- object boundaries
- statistical models
- weakly supervised
- segmentation method
- statistical shape model
- partial differential equations
- statistical model
- markov random field
- multiscale
- segmentation algorithm