Deep neural network with generative adversarial networks pre-training for brain tumor classification based on MR images.
Navid GhassemiAfshin ShoeibiModjtaba RouhaniPublished in: Biomed. Signal Process. Control. (2020)
Keyphrases
- mr images
- brain tissue
- neural network
- magnetic resonance
- brain tumors
- tumor classification
- brain mr images
- magnetic resonance images
- mid sagittal plane
- brain structures
- medical images
- post mortem
- skull stripping
- brain images
- brain segmentation
- image data
- tissue segmentation
- mri data
- nonrigid registration
- diffusion weighted
- multi step
- surface based registration
- multiple sclerosis
- mr imaging
- unsupervised learning
- phantom images
- cerebrospinal fluid
- diffusion weighted mri
- prostate cancer
- pattern recognition
- gray matter
- biomechanical model
- gene expression profiles
- training set
- contrast enhanced
- partial volume
- diffusion tensor
- gene selection
- magnetic resonance imaging
- self organizing maps
- inhomogeneity correction
- image registration