Overlapping cytoplasms segmentation via constrained multi-shape evolution for cervical cancer screening.
Youyi SongAo ZhangJinglin ZhouYu LuoZhizhe LinTeng ZhouPublished in: Artif. Intell. Medicine (2024)
Keyphrases
- cervical cancer
- shape prior
- computer aided diagnosis
- medical images
- region based segmentation
- image segmentation
- segmentation algorithm
- level set
- shape model
- energy functional
- maximum likelihood criterion
- robust segmentation
- object shape
- shape variations
- multiple scales
- perceptual grouping
- shape decomposition
- geometric shapes
- global shape
- prior information
- medical imaging
- skeleton extraction
- statistical shape model
- shape descriptors
- graph cuts
- brain structures
- shape analysis
- shape representation
- shape features
- object segmentation
- deformable models
- segmentation method
- early detection
- prostate segmentation
- active contours
- image sequences
- pattern recognition
- evolution equation
- intensity variations
- range images