Pediatric Brain Tissue Segmentation from MRI using Clustering: a Preliminary Study.
Samanta RosatiBenedetta ToselliMarco Massimo FatoDomenico TortoraMaria Savina SeverinoAndrea RossiGabriella BalestraPublished in: EMBC (2019)
Keyphrases
- brain tissue
- magnetic resonance images
- brain tumors
- brain tumor segmentation
- tissue segmentation
- mr images
- brain mr images
- automatic segmentation
- bias field
- brain structures
- brain scans
- partial volume
- low grade gliomas
- brain atlas
- brain mri
- mri images
- segmentation algorithm
- mri data
- medical images
- gray matter
- magnetic resonance imaging
- accurate segmentation
- brain anatomy
- medical imaging
- region growing
- brain segmentation
- grey level
- white matter
- magnetic resonance
- brain images
- skull stripping
- adaptive thresholding
- caudate nucleus
- intensity distribution
- low contrast
- image segmentation
- mri scans
- morphological operations
- brain mapping
- image processing
- medical image analysis
- segmentation method
- level set
- high dimension
- energy function
- graph cuts
- ground truth
- multiscale