Volumetric Segmentation of Brain Regions From MRI Scans Using 3D Convolutional Neural Networks.
Farheen RamzanMuhammad Usman Ghani KhanSajid IqbalTanzila SabaAmjad RehmanPublished in: IEEE Access (2020)
Keyphrases
- mri scans
- brain imaging
- brain regions
- convolutional neural networks
- human brain
- accurate segmentation
- model based segmentation
- medical imaging
- mri data
- brain images
- brain tumors
- magnetic resonance images
- brain tissue
- image analysis
- mr images
- segmentation method
- brain activity
- three dimensional
- medical images
- functional magnetic resonance imaging
- diffusion tensor imaging
- level set
- image segmentation
- factor analysis
- automatic segmentation
- shape prior
- information processing
- x ray
- multiscale
- deformable models
- energy function
- high resolution