Unbiased Neural Networks for Parameter Estimation in Quantitative MRI.
Andrew MaoSebastian FlassbeckJakob AssländerPublished in: CoRR (2023)
Keyphrases
- parameter estimation
- neural network
- least squares
- maximum likelihood
- magnetic resonance imaging
- markov random field
- model selection
- parameter estimation algorithm
- posterior distribution
- random fields
- statistical models
- em algorithm
- parameter values
- estimation problems
- expectation maximization
- magnetic resonance images
- maximum likelihood estimation
- model fitting
- computer vision
- medical imaging
- mr images
- three dimensional
- approximate inference
- medical images
- image sequences
- high dimensional
- image processing
- optical flow
- state space
- higher order