Segmentation of MRI Brain Tumor Image using Optimization based Deep Convolutional Neural networks (DCNN).
Pradipta Kumar MishraSuresh Chandra SatapathyMinakhi RoutPublished in: Open Comput. Sci. (2021)
Keyphrases
- brain tumors
- mri images
- brain mr images
- mr images
- magnetic resonance images
- segmentation method
- endoscopic images
- magnetic resonance imaging
- medical images
- segmentation algorithm
- medical imagery
- grey level
- image segmentation
- intensity distribution
- multiscale
- magnetic resonance
- tumor segmentation
- image data
- high resolution
- convolutional neural networks
- image analysis
- partial volume
- medical image analysis
- mri data
- input image
- bias field
- low grade gliomas
- imaging modalities
- brain tissue
- deformable registration
- medical imaging
- convolutional network
- mri scans
- tissue segmentation
- image regions
- brain images
- edge detection
- brain tumor segmentation
- tumor growth
- level set
- energy function
- mr imaging
- brain scans
- white matter
- graph cuts
- automatically segmenting
- remote sensing
- deformable models
- region growing