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Independent component analysis (ICA) applied to dynamic oxygen-enhanced MRI (OE-MRI) for robust functional lung imaging at 3 T.

Sarah H NeedlemanMina KimJamie R McClellandJosephine H NaishMarta TibilettiJames P B O'ConnorGeoffrey J M Parker
Published in: Magnetic resonance in medicine (2023)
The developed pipeline demonstrated sensitivity to the signal enhancements of the lung tissue and oxygenated blood at 3 T. The difference in lung PSE between current smokers and nonsmokers indicates a likely sensitivity to lung function alterations that may be seen in mild pathology, supporting future use of our methods in patient studies.
Keyphrases
  • lung function
  • magnetic resonance imaging
  • contrast enhanced
  • cystic fibrosis
  • air pollution
  • high resolution
  • diffusion weighted imaging
  • smoking cessation
  • current status
  • mass spectrometry