SynthSeg: Segmentation of brain MRI scans of any contrast and resolution without retraining.
Benjamin BillotDouglas N. GreveOula PuontiAxel ThielscherKoen Van LeemputBruce FischlAdrian V. DalcaJuan Eugenio IglesiasPublished in: Medical Image Anal. (2023)
Keyphrases
- mri scans
- accurate segmentation
- model based segmentation
- mri data
- medical imaging
- brain imaging
- magnetic resonance images
- brain tumors
- brain surface
- automatic segmentation
- deformable registration
- fully automatic
- human brain
- mr images
- medical images
- contrast enhanced
- segmentation method
- image registration
- magnetic resonance imaging
- image analysis
- synthetic data
- brain images
- active shape model
- low contrast
- left atrium
- intensity distribution
- level set
- white matter
- anatomical structures
- shadow detection
- semi automatic
- x ray
- high resolution
- image segmentation
- image processing