Segmentation of Brain Tumor Tissues in Multi-channel MRI Using Convolutional Neural Networks.
C. NaveenaPoornachandra SandurV. N. Manjunath AradhyaPublished in: BI (2020)
Keyphrases
- brain tumors
- multi channel
- magnetic resonance images
- convolutional neural networks
- mr images
- medical images
- brain mr images
- mri images
- tumor segmentation
- magnetic resonance
- tissue segmentation
- brain tissue
- mri scans
- medical image analysis
- low grade gliomas
- brain images
- deformable registration
- gray matter
- medical imaging
- brain scans
- brain tumor segmentation
- magnetic resonance imaging
- convolutional network
- anti aliasing
- white matter
- mri data
- microscopy images
- single channel
- deformable models
- anatomical structures
- image analysis
- accurate segmentation
- manual segmentation
- brain structures
- lesion segmentation
- mr imaging
- multiresolution