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Recovery of the diffuse correlation spectroscopy data-type from speckle contrast measurements: towards low-cost, deep-tissue blood flow measurements.

Murali KA K NandakumaranTurgut DurduranHari M Varma
Published in: Biomedical optics express (2019)
A multi-step Volterra integral equation-based algorithm was developed to measure the electric field auto-correlation function from multi-exposure speckle contrast data. This enabled us to derive an estimate of the full diffuse correlation spectroscopy data-type from a low-cost, camera-based system. This method is equally applicable for both single and multiple scattering field auto-correlation models. The feasibility of the system and method was verified using simulation studies, tissue mimicking phantoms and subsequently in in vivo experiments.
Keyphrases
  • low cost
  • blood flow
  • electronic health record
  • magnetic resonance
  • big data
  • high resolution
  • machine learning
  • low grade
  • deep learning
  • magnetic resonance imaging
  • computed tomography
  • convolutional neural network