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Deep learning-based local SAR prediction using B 1 maps and structural MRI of the head for parallel transmission at 7 T.

Sayim GokyarChenyang ZhaoSamantha J MaDanny J J Wang
Published in: Magnetic resonance in medicine (2023)
Multichannel 3D CNN networks can be promising in predicting local SAR values and perform predictions within a second, making them clinically useful as an alternative to virtual observation points-based methods.
Keyphrases
  • deep learning
  • convolutional neural network
  • contrast enhanced
  • magnetic resonance imaging
  • artificial intelligence
  • optic nerve
  • diffusion weighted imaging
  • machine learning
  • computed tomography
  • magnetic resonance