BPAT-UNet: Boundary preserving assembled transformer UNet for ultrasound thyroid nodule segmentation.
Hui BiChengjie CaiJiawei SunYibo JiangGang LuHuazhong ShuXinye NiPublished in: Comput. Methods Programs Biomed. (2023)
Keyphrases
- ultrasound images
- lung nodules
- ultrasound imaging
- image segmentation
- echocardiographic images
- boundary extraction
- segmentation algorithm
- boundary estimation
- level set
- fuzzy logic
- carotid artery
- medical ultrasound
- segmentation method
- region growing
- object boundaries
- fully automatic
- prior shape
- multiscale
- segmentation result
- image analysis
- segmented regions
- object shape
- energy function
- edge detection
- fully unsupervised
- medical images
- gradient information
- geodesic active contours
- region boundaries
- boundary information
- expert systems
- region based segmentation
- speckle reduction
- computer aided diagnosis
- circular hough transform
- image sequences
- neural network