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Optimal Scaling Approaches for Perfusion MRI with Distorted Arterial Input Function (AIF) in Patients with Ischemic Stroke.

Sukhdeep Singh BalFan Pei Gloria YangYueh-Feng SungKe ChenJiu-Haw YinGiia-Sheun Peng
Published in: Brain sciences (2022)
Rescaling AIF by VOF approach seems to be a robust and adaptable approach for correction of the PVE-affected multivoxel AIF. Utilizing an AIF scaling approach leads to more reasonable absolute perfusion parameter values, represented by the increased mean CBF/Tmax values and CBF/Tmax images.
Keyphrases
  • contrast enhanced
  • magnetic resonance imaging
  • deep learning
  • atrial fibrillation
  • magnetic resonance
  • convolutional neural network
  • diffusion weighted imaging
  • machine learning