Deep learning segmentation of transverse musculoskeletal ultrasound images for neuromuscular disease assessment.
Francesco MarzolaNens van AlfenJonne DoorduinKristen M. MeiburgerPublished in: Comput. Biol. Medicine (2021)
Keyphrases
- ultrasound images
- deep learning
- medical ultrasound
- echocardiographic images
- active contour segmentation
- ultrasound imaging
- carotid artery
- edge detection
- speckle noise
- speckle reduction
- unsupervised learning
- machine learning
- segmentation algorithm
- multiscale
- segmentation method
- weakly supervised
- medical images
- image segmentation
- volume data
- fully automatic
- energy function
- level set
- anisotropic diffusion
- region growing
- active contours
- higher order
- image processing