Dual-task ultrasound spine transverse vertebrae segmentation network with contour regularization.
Juan LyuXiaojun BiSunetra BanerjeeZixun HuangFrank H. F. LeungTimothy Tin-Yan LeeDe YangYong-Ping ZhengSai-Ho LingPublished in: Comput. Medical Imaging Graph. (2021)
Keyphrases
- x ray images
- contour detection
- image segmentation
- ct and mr images
- segmentation algorithm
- boundary extraction
- medical images
- deformable models
- medical imaging
- ultrasound imaging
- statistical shape model
- ultrasound images
- segmentation method
- shape prior
- segmented images
- multiscale
- lumbar spine
- multiscale segmentation
- level set
- active contours
- region growing
- mumford shah
- x ray
- network structure
- prior information
- carotid artery
- image analysis
- watershed segmentation
- edge detection
- deformable contour
- anatomical landmarks
- variational framework
- perceptual grouping
- echocardiographic images
- magnetic resonance images
- active shape model