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Noise-based correction for electrical impedance tomography.

Kai MasonFlorencia Maurino-AlperovichDavid S HolderKirill Y Aristovich
Published in: Physiological measurement (2024)
On visual inspection, NBC maintained or increased image quality for all perturbations and noise levels in 2D and 3D, both experimentally and in silico. Analysis of the WSV showed that NBC significantly improved the WSV in nearly all cases. When the WSV was inferior with NBC, this was either visually imperceptible or a transformation between noisy reconstructions. For in vivo data, NBC improved image quality in all cases and preserved the expected shape of the reconstructed perturbation. In practice, uncorrelated NBC performed better than correlated NBC and is recommended as a general-use post-processing technique in EIT.
Keyphrases
  • image quality
  • computed tomography
  • dual energy
  • air pollution
  • primary care
  • big data
  • machine learning
  • magnetic resonance
  • molecular docking
  • molecular dynamics simulations