Optimisation of quantitative brain diffusion-relaxation MRI acquisition protocols with physics-informed machine learning.
Álvaro Planchuelo-GómezMaxime DescoteauxHugo LarochelleJana HutterDerek K. JonesChantal M. W. TaxPublished in: Medical Image Anal. (2024)
Keyphrases
- machine learning
- brain white matter
- diffusion weighted
- magnetic resonance images
- brain tissue
- computer science
- artificial intelligence
- mri scans
- dt mri
- diffusion mri
- magnetic resonance imaging
- tissue segmentation
- white matter
- brain atlas
- mr images
- corpus callosum
- medical images
- mri data
- brain tumors
- data mining
- diffusion tensor
- machine learning algorithms
- brain structures
- skull stripping
- genetic algorithm
- brain segmentation
- fiber bundles
- brain mapping
- machine learning methods
- medical imaging
- decision trees
- diffusion tensor images
- mr imaging
- tensor field
- mri images
- cortical thickness
- high resolution
- objective function
- partial differential equations
- human brain
- feature selection
- probabilistic atlas
- brain activity
- diffusion process
- gray matter
- iterative algorithms
- anisotropic diffusion
- brain images