A Guide and Mini-Review on the Performance Evaluation Metrics in Binary Segmentation of Magnetic Resonance Images.
Ayca KirimtatOndrej KrejcarPublished in: IWBBIO (2) (2023)
Keyphrases
- magnetic resonance images
- evaluation metrics
- brain mri
- medical images
- brain scans
- partial volume
- brain tumors
- medical imaging
- multiple sclerosis lesions
- tissue segmentation
- mr images
- precision and recall
- brain structures
- bias field
- white matter
- magnetic resonance imaging
- accurate segmentation
- image segmentation
- mri data
- high resolution
- brain tissue
- brain tumor segmentation
- intensity distribution
- evaluation measures
- partial volume effects
- corpus callosum
- gray matter
- diffusion weighted
- image analysis
- brain atlas
- brain mr images
- magnetic resonance
- x ray
- diffusion tensor
- brain images
- learning to rank
- fully automatic