How Can Spherical CNNs Benefit ML-Based Diffusion MRI Parameter Estimation?
Tobias Goodwin-AllcockJason D. McEwenRobert GrayParashkev NachevHui ZhangPublished in: CDMRI@MICCAI (2022)
Keyphrases
- parameter estimation
- maximum likelihood
- diffusion mri
- em algorithm
- white matter
- polar fourier
- model selection
- statistical models
- markov random field
- random fields
- angular resolution
- hardi data
- least squares
- corpus callosum
- diffusion tensor
- parameter estimation algorithm
- synthetic aperture radar
- posterior distribution
- expectation maximization
- unit sphere
- diffusion tensor images
- three dimensional
- spherical harmonics
- diffusion tensor imaging
- machine learning
- human brain