Unbiased Neural Networks for Parameter Estimation in Quantitative MRI.

Andrew Mao Sebastian Flassbeck Jakob Assländer

Published 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