Bi-attention DoubleUNet: A deep learning approach for carotid artery segmentation in transverse view images for non-invasive stenosis diagnosis.
Najmath OttakathYounes AkbariSumaya Ali S. A. Al-MáadeedAhmed BouridaneSusu M. ZughaierMuhammad E. H. ChowdhuryPublished in: Biomed. Signal Process. Control. (2024)
Keyphrases
- carotid artery
- contrast enhanced
- deep learning
- ultrasound images
- speckle noise
- region growing
- segmentation algorithm
- segmentation method
- test images
- manual segmentation
- deformable models
- fully automated
- image analysis
- edge detection
- ground truth
- image data
- image features
- segmentation result
- multiple images
- fully automatic
- image regions
- image registration
- object recognition
- segmented images
- input image
- automatic segmentation
- mr images
- multiple objects
- magnetic resonance imaging
- active shape model
- multiscale
- medical images
- gray value
- shape prior
- image segmentation
- level set