SynthBrainGrow: Synthetic Diffusion Brain Aging for Longitudinal MRI Data Generation in Young People.
Anna ZapaishchykovaBenjamin H. KannDivyanshu TakZezhong YeDaphne A. Haas-KoganHugo J. W. L. AertsPublished in: CoRR (2024)
Keyphrases
- data generation
- brain white matter
- cortical thickness
- diffusion weighted
- magnetic resonance images
- white matter
- brain tissue
- mri scans
- dt mri
- corpus callosum
- mr images
- diffusion mri
- mri data
- brain structures
- tissue segmentation
- magnetic resonance imaging
- data streams
- diffusion tensor
- streaming data
- high angular resolution diffusion imaging
- human brain
- brain atlas
- active learning
- cerebral cortex
- fiber bundles
- brain tumors
- medical images
- partial volume
- brain mr images
- brain images
- high throughput
- cortical surface
- diffusion tensor imaging
- medical imaging
- e learning
- co training
- diffusion tensor images
- magnetic resonance
- data distribution
- small number
- information extraction
- high resolution
- decision trees