Difference imaging from single measurements in diffuse optical tomography: a deep learning approach.

Journal: Journal of biomedical optics
PMID: 36008881

Abstract

SIGNIFICANCE: "Difference imaging," which reconstructs target optical properties using measurements with and without target information, is often used in diffuse optical tomography (DOT) in vivo imaging. However, taking additional reference measurements is time consuming, and mismatches between the target medium and the reference medium can cause inaccurate reconstruction.

Authors

  • Shuying Li
    Department of Electronic Engineering, Fudan University, Shanghai, 200433, China.
  • Menghao Zhang
    Washington University in St. Louis, Department of Electrical and Systems Engineering, St. Louis, Mis, United States.
  • Minghao Xue
    Washington University in St. Louis, Optical and Ultrasound Imaging Lab, Department of Biomedical Engineering, St. Louis, Missouri, United States, United States.
  • Quing Zhu
    Department of Electrical and Computer Engineering, University of Connecticut, 371 Fairfield Way, U-2157, 06269 CT, Storrs, USA.

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