Segmentation of vessels in angiograms using convolutional neural networks.
Ebrahim Nasr-EsfahaniNader KarimiMohammad H. JafariS. Mohamad R. SoroushmehrShadrokh SamaviBrahmajee. K. NallamothuKayvan NajarianPublished in: Biomed. Signal Process. Control. (2018)
Keyphrases
- convolutional neural networks
- vessel segmentation
- segmentation algorithm
- segmentation method
- image segmentation
- region growing
- tubular structures
- semi automatic segmentation
- level set
- medical images
- x ray
- automatic segmentation
- multiscale
- convolutional network
- blood vessels
- gradient vector flow
- connected components
- energy function
- vessel tree
- computed tomography angiography
- retinal images
- vessel enhancement
- object segmentation
- segmentation accuracy
- fully unsupervised
- carotid artery
- mr images
- vessel detection
- edge detection
- image analysis