MSCA-UNet: multi-scale channel attention-based UNet for segmentation of medical ultrasound images.
Zihan ChenHaijiang ZhuYutong LiuXiaoyu GaoPublished in: Clust. Comput. (2024)
Keyphrases
- ultrasound images
- multiscale
- edge detection
- echocardiographic images
- medical ultrasound
- active contour segmentation
- ultrasound imaging
- carotid artery
- speckle noise
- image segmentation
- ultrasound image segmentation
- speckle reduction
- medical imaging
- region growing
- volume data
- level set
- natural images
- active contours
- wavelet transform
- segmentation algorithm
- image analysis
- local binary pattern
- scale space
- anisotropic diffusion
- fully automatic
- shape prior
- noisy images
- medical images
- segmentation method
- wavelet coefficients
- image processing