Synthesizing anonymized and labeled TOF-MRA patches for brain vessel segmentation using generative adversarial networks.
Tabea KossenPooja SubramaniamVince I. MadaiAnja HennemuthKristian HildebrandAdam HilbertJan SobeskyMichelle LivneIvana GalinovicAhmed A. KhalilJochen B. FiebachDietmar FreyPublished in: Comput. Biol. Medicine (2021)
Keyphrases
- vessel segmentation
- magnetic resonance angiography
- blood vessels
- anatomical knowledge
- region growing
- retinal images
- vessel enhancement
- image segmentation
- low contrast
- privacy preserving
- human brain
- supervised learning
- phase contrast
- time of flight
- patient specific
- unsupervised learning
- high resolution
- multiresolution
- deformation field
- region of interest