Intervertebral disc segmentation in MR images with 3D convolutional networks.
Robert KorezBulat IbragimovBostjan LikarFranjo PernusTomaz VrtovecPublished in: Medical Imaging: Image Processing (2017)
Keyphrases
- mr images
- accurate segmentation
- magnetic resonance images
- medical images
- magnetic resonance
- brain mr images
- partial volume
- brain tumors
- segmentation result
- brain mri
- mr brain
- intensity inhomogeneity
- cardiac magnetic resonance
- manual segmentation
- bias field
- magnetic resonance imaging
- brain structures
- mr imaging
- intensity distribution
- dice similarity coefficient
- mri data
- tissue segmentation
- mr brain images
- mri images
- nonrigid registration
- inhomogeneity correction
- medical imaging
- quantitative measurements
- phantom images
- automated segmentation
- model based segmentation
- brain segmentation
- brain tissue
- image data
- contrast enhanced
- prostate cancer
- atlas construction
- medical image analysis
- image intensity
- anatomical structures
- segmentation algorithm
- inter patient
- ct images
- brain images
- cerebrospinal fluid
- gray matter
- breast mri
- level set
- white matter
- fully automatic
- segmentation method
- deformable models
- carotid artery
- diffusion tensor