Deep learning with spatiotemporal consistency for nerve segmentation in ultrasound images.
Adel HafianePierre VieyresAlain DelbosPublished in: CoRR (2017)
Keyphrases
- ultrasound images
- deep learning
- medical ultrasound
- echocardiographic images
- active contour segmentation
- ultrasound imaging
- carotid artery
- edge detection
- speckle noise
- speckle reduction
- unsupervised learning
- weakly supervised
- level set
- image segmentation
- machine learning
- volume data
- segmentation algorithm
- segmentation method
- mental models
- active contours
- medical images
- shape prior
- fully automatic
- multiscale
- object segmentation