Ultra-fast ultrasound blood flow velocimetry for carotid artery with deep learning.
Bingbing HeJian LeiXun LangZhiyao LiWang CuiYufeng ZhangPublished in: Artif. Intell. Medicine (2023)
Keyphrases
- deep learning
- carotid artery
- blood flow
- ultrasound images
- phase contrast
- patient specific
- deformable models
- fully automated
- unsupervised learning
- computational fluid dynamics
- region growing
- machine learning
- active shape model
- contrast enhanced
- manual segmentation
- mental models
- magnetic resonance imaging
- boundary conditions
- speckle noise
- multiscale
- single image
- medical images