Automated Brain Tumor Segmentation in MRI using Superpixel Over-segmentation and Classification.
Aya MouradAhmed AfifiArabi E. KeshkPublished in: ACIT (2020)
Keyphrases
- brain tumor segmentation
- magnetic resonance images
- automated classification
- medical images
- decision trees
- brain scans
- pattern recognition
- high resolution
- image regions
- magnetic resonance imaging
- feature space
- classification accuracy
- automated analysis
- fully automatic
- feature selection
- training set
- brain mri
- mri images
- mri data
- support vector
- fully automated
- support vector machine
- medical imaging
- remote sensing
- computer vision
- multiscale
- superpixels
- segmentation method
- segmentation algorithm
- text classification
- pixel classification
- automated segmentation
- level set
- mr imaging
- feature extraction
- bias field
- image segmentation