Metastatic liver tumour segmentation with a neural network-guided 3D deformable model.
Eugene VorontsovAn TangDavid RoyChristopher J. PalSamuel KadouryPublished in: Medical Biol. Eng. Comput. (2017)
Keyphrases
- deformable models
- medical images
- shape prior
- neural network
- ct images
- image segmentation
- abdominal ct images
- medical image analysis
- medical imaging
- statistical shape
- tissue deformation
- volumetric images
- deformable contour
- computed tomography
- computer aided diagnosis
- object boundaries
- soft tissue
- anatomical structures
- mr images
- image analysis
- ct scans
- imaging modalities
- external force
- object segmentation
- magnetic resonance images
- magnetic resonance imaging
- pattern recognition
- region of interest
- active appearance models
- ct data
- snake model
- level set
- segmentation method
- magnetic resonance
- object contours
- segmentation algorithm
- energy function
- breast cancer
- level set method
- optical flow
- region growing
- atlas construction
- face recognition
- shape constraints
- computer vision