Segmentation of Vascular Regions in Ultrasound Images: A Deep Learning Approach.
Deepak MishraSantanu ChaudhuryMukul SarkarSidharth ManoharArvinder Singh SoinPublished in: ISCAS (2018)
Keyphrases
- ultrasound images
- deep learning
- medical ultrasound
- echocardiographic images
- ultrasound imaging
- active contour segmentation
- carotid artery
- edge detection
- speckle reduction
- speckle noise
- image regions
- unsupervised learning
- segmentation algorithm
- level set
- machine learning
- image segmentation
- mental models
- region growing
- volume data
- medical images
- weakly supervised
- segmentation method
- input image
- multiscale
- fully automatic
- active contours