Machine learning for direct oxygen saturation and hemoglobin concentration assessment using diffuse reflectance spectroscopy.

Journal: Journal of biomedical optics
PMID: 33205635

Abstract

SIGNIFICANCE: Diffuse reflectance spectroscopy (DRS) is frequently used to assess oxygen saturation and hemoglobin concentration in living tissue. Methods solving the inverse problem may include time-consuming nonlinear optimization or artificial neural networks (ANN) determining the absorption coefficient one wavelength at a time.

Authors

  • Ingemar Fredriksson
    Linköping University, Department of Biomedical Engineering, Linköping, Sweden.
  • Marcus Larsson
    Linköping University, Department of Biomedical Engineering, Linköping, Sweden.
  • Tomas Strömberg
    Linköping University, Department of Biomedical Engineering, Linköping, Sweden.

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