Deep Learning-Based Segmentation of the Atherosclerotic Carotid Plaque in Ultrasonic Images.
Georgia D. LiapiEfthyvoulos KyriacouChristos P. LoizouAndreas S. PanayidesConstantinos S. PattichisAndrew NicolaidesPublished in: AIAI Workshops (2022)
Keyphrases
- carotid artery
- deep learning
- ultrasonic images
- ultrasound images
- region growing
- deformable models
- fully automated
- spectrum analysis
- manual segmentation
- automated detection
- machine learning
- unsupervised learning
- active shape model
- magnetic resonance imaging
- automatic segmentation
- weakly supervised
- shape prior
- segmentation algorithm
- edge detection
- intravascular ultrasound
- image processing
- learning algorithm