Generating 3D TOF-MRA volumes and segmentation labels using generative adversarial networks.
Pooja SubramaniamTabea KossenKerstin RitterAnja HennemuthKristian HildebrandAdam HilbertJan SobeskyMichelle LivneIvana GalinovicAhmed A. KhalilJochen B. FiebachDietmar FreyVince I. MadaiPublished in: Medical Image Anal. (2022)
Keyphrases
- magnetic resonance angiography
- image labeling
- semantic segmentation
- segmented images
- level set
- image segmentation
- social networks
- multiscale
- blood vessels
- segmentation algorithm
- medical images
- phase contrast
- accurate segmentation
- label field
- region growing
- labeling process
- carotid artery
- segmentation method
- multiresolution
- pairwise
- blood pool
- complex networks
- medical imaging
- energy function
- generative model
- training data
- time of flight
- network structure
- fully automatic
- labeling problems
- graph cuts
- label noise
- markov random field
- three dimensional