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Cramér-Rao bound-informed training of neural networks for quantitative MRI.

Xiaoxia ZhangQuentin DucheminKangning LiuCem GultekinSebastian FlassbeckCarlos Fernandez-GrandaJakob Assländer
Published in: Magnetic resonance in medicine (2022)
Normalizing the squared error with the CRB during the training of neural networks improves their performance in estimating biophysical parameters.
Keyphrases
  • neural network
  • virtual reality
  • magnetic resonance imaging
  • contrast enhanced
  • high resolution
  • computed tomography
  • diffusion weighted imaging