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Multi-domain analysis of microvascular flow motion dynamics in NAFLD.

Andrew J ChipperfieldMarjola ThanajEleonora ScorlettiChristopher D ByrneGeraldine F Clough
Published in: Microcirculation (New York, N.Y. : 1994) (2019)
Time and frequency domain measures alone are insufficient to discriminate between groups. As cardiovascular disease risk increases, the degree of complexity of the blood flux signal reduces, indicative of a reduced temporal activity and heterogeneous distribution of blood flow within the microvascular network sampled. Complexity-based methods, particularly multiscale variants, are shown to have good discriminatory capabilities.
Keyphrases
  • blood flow
  • cardiovascular disease
  • copy number
  • type diabetes
  • high speed
  • coronary artery disease
  • gene expression
  • mass spectrometry
  • cardiovascular risk factors
  • cardiovascular events
  • network analysis