WATUNet: a deep neural network for segmentation of volumetric sweep imaging ultrasound.
Donya KhaledyanThomas J. MariniAvice OConnellSteven MengJonah KanGalen BrennanYu ZhaoTimothy M. BaranKevin J. ParkerPublished in: Mach. Learn. Sci. Technol. (2024)
Keyphrases
- ultrasound imaging
- neural network
- ultrasound images
- imaging systems
- image analysis
- medical imaging
- medical ultrasound
- segmentation algorithm
- medical image data
- carotid artery
- volume data
- image segmentation
- volumetric data
- medical images
- high resolution
- region growing
- echocardiographic images
- segmentation method
- image processing
- positron emission tomography
- computer vision
- neural network model
- back propagation
- volumetric images
- multiscale
- shape prior
- speckle noise
- energy function
- microscopy images
- edge detection
- surface representation
- artificial neural networks
- accurate localization