A novel convolutional neural network-based approach for brain tumor classification using magnetic resonance images.
Necip CinarMehmet KayaBuket KayaPublished in: Int. J. Imaging Syst. Technol. (2023)
Keyphrases
- magnetic resonance images
- convolutional neural network
- brain tissue
- tumor classification
- mri scans
- tissue segmentation
- brain tumors
- mri brain
- diffusion weighted
- brain structures
- mr images
- subcortical structures
- medical images
- brain atlas
- face detection
- multi step
- gray matter
- brain mri
- white matter
- gene selection
- corpus callosum
- mri data
- partial volume effects
- high resolution
- feature selection
- gene expression profiles
- magnetic resonance imaging
- brain mr images
- gene expression data
- diffusion tensor
- medical imaging
- partial volume
- brain images
- bias field
- neural network
- high classification accuracy
- image analysis
- microarray data
- cerebrospinal fluid
- gene expression
- image data
- high quality
- computer vision