How can spherical CNNs benefit ML-based diffusion MRI parameter estimation?
Tobias Goodwin-AllcockJason McEwenRobert GrayParashkev NachevHui ZhangPublished in: CoRR (2022)
Keyphrases
- parameter estimation
- maximum likelihood
- diffusion mri
- em algorithm
- polar fourier
- statistical models
- least squares
- model selection
- hardi data
- expectation maximization
- white matter
- angular resolution
- synthetic aperture radar
- markov random field
- parameter estimation algorithm
- random fields
- corpus callosum
- diffusion tensor images
- posterior distribution
- diffusion tensor imaging
- decision making
- three dimensional
- covariance matrices
- video sequences