Generating Longitudinal Atrophy Evaluation Datasets on Brain Magnetic Resonance Images Using Convolutional Neural Networks and Segmentation Priors.
José BernalSergi ValverdeKaisar KushibarMariano CabezasArnau OliverXavier LladóPublished in: Neuroinformatics (2021)
Keyphrases
- magnetic resonance images
- gray matter
- brain tissue
- tissue segmentation
- brain tumors
- brain structures
- white matter
- brain anatomy
- brain mri
- mri brain
- partial volume
- convolutional neural networks
- magnetic resonance imaging
- medical images
- mri scans
- cortical thickness
- mr images
- brain mr images
- cerebrospinal fluid
- brain scans
- subcortical structures
- mr brain images
- grey matter
- mri images
- partial volume effects
- bias field
- medical imaging
- brain atlas
- mri data
- intra subject
- medical image analysis
- diffusion weighted
- corpus callosum
- brain mapping
- multiple sclerosis lesions
- multiple sclerosis
- brain images
- diffusion tensor
- high resolution
- human brain
- accurate segmentation
- quantitative evaluation
- intensity distribution
- cerebral cortex
- mr imaging
- automatic segmentation
- brain regions
- diffusion tensor imaging
- deformable registration