Weakly supervised real-time instance segmentation for ultrasound images of median nerves.
Tian-Tian ZhangHua ShuZhi-Ri TangKam-Yiu LamChi-Yin ChowXiaojun ChenAo LiYuan-Yi ZhengPublished in: Comput. Biol. Medicine (2023)
Keyphrases
- ultrasound images
- weakly supervised
- medical ultrasound
- echocardiographic images
- ultrasound imaging
- active contour segmentation
- carotid artery
- superpixels
- speckle reduction
- edge detection
- segmentation algorithm
- object class
- relation extraction
- topic models
- segmentation method
- image segmentation
- medical images
- median filter
- semi supervised
- level set
- object segmentation
- named entities
- object detection
- volume data
- multiscale
- shape prior
- bounding box
- image analysis
- bayesian networks
- image sequences
- computer vision