Automated segmentation of the individual branches of the carotid arteries in contrast-enhanced MR angiography using DeepMedic.
Magnus ZieglerJesper AlfraeusMariana BustamanteElin GoodJan E. EngvallEbo de MuinckPetter DyverfeldtPublished in: BMC Medical Imaging (2021)
Keyphrases
- multiresolution
- contrast enhanced
- automated segmentation
- manual segmentation
- carotid artery
- mr images
- ct scans
- computed tomography
- deformation field
- ct data
- magnetic resonance
- automatic segmentation
- statistical shape model
- fully automated
- clinical applications
- ct images
- magnetic resonance images
- intraoperative
- nonrigid registration
- medical images
- mri data
- ground truth
- x ray
- gold standard
- coarse to fine
- active shape model
- anatomical structures
- medical imaging
- three dimensional
- image reconstruction
- contrast enhancement
- patient data
- segmentation method
- region growing
- image processing
- pre operative
- image data
- ultrasound images