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MRzero - Automated discovery of MRI sequences using supervised learning.

Alexander LoktyushinK HerzN DangF GlangA DeshmaneS WeinmüllerA DoerflerB SchölkopfK SchefflerM Zaiss
Published in: Magnetic resonance in medicine (2021)
Automated MR sequence generation is possible based on differentiable Bloch equation simulations and a supervised learning approach.
Keyphrases
  • machine learning
  • high throughput
  • contrast enhanced
  • deep learning
  • magnetic resonance imaging
  • small molecule
  • magnetic resonance
  • molecular dynamics
  • computed tomography
  • diffusion weighted imaging
  • single cell