Mathematical modeling and image reconstruction in biomedical optical imaging

Eiji Okada, Shinpei Okawa, Yukari Tanikwa, Tetsuya Yoshinaga, Hiroyuki Fujii, Ken’ichi Fujimoto, Kou Hashimoto, Tadashi Iwase, Satoru Kohno, Yoko Hoshi

Research output: Contribution to journalArticle

Abstract

Diffuse optical tomography (DOT) has potential to provide clinically important functional information which is cannot measured by X-ray CT and MRI. The light is scattered by tissue and an adequate mathematical model is essential for DOT. In this project, we establish the forward model and image reconstruction algorithm based on the radiative transfer equation (RTE), which is more accurate but complicated than the conventionally used diffusion equation (DE), and a time-resolved system to measure the optical properties of tissue. A hybrid RTE-DE algorithm is developed to reduce the computational cost however keeping the high accuracy. The image reconstruction based on the RTE is evaluated by simulation and the results are clearly improved compared with that based on the DE. The feasibility study has been started to assess the applicability of RTE-based DOT to the brain and thyroid gland in which light propagation is affected by low- or non-scattering regions.

Original languageEnglish
Pages (from-to)SY-52-SY-53
JournalTransactions of Japanese Society for Medical and Biological Engineering
Volume52
DOIs
Publication statusPublished - 2014 Aug 17

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Radiative transfer
Image reconstruction
Optical tomography
Imaging techniques
Tissue
Light propagation
Magnetic resonance imaging
Brain
Optical properties
Mathematical models
X rays
Costs

Keywords

  • Diffuse optical tomography
  • Image reconstruction
  • Radiative transfer equation

ASJC Scopus subject areas

  • Biomedical Engineering

Cite this

Mathematical modeling and image reconstruction in biomedical optical imaging. / Okada, Eiji; Okawa, Shinpei; Tanikwa, Yukari; Yoshinaga, Tetsuya; Fujii, Hiroyuki; Fujimoto, Ken’ichi; Hashimoto, Kou; Iwase, Tadashi; Kohno, Satoru; Hoshi, Yoko.

In: Transactions of Japanese Society for Medical and Biological Engineering, Vol. 52, 17.08.2014, p. SY-52-SY-53.

Research output: Contribution to journalArticle

Okada, E, Okawa, S, Tanikwa, Y, Yoshinaga, T, Fujii, H, Fujimoto, K, Hashimoto, K, Iwase, T, Kohno, S & Hoshi, Y 2014, 'Mathematical modeling and image reconstruction in biomedical optical imaging', Transactions of Japanese Society for Medical and Biological Engineering, vol. 52, pp. SY-52-SY-53. https://doi.org/10.11239/jsmbe.52.SY-52
Okada, Eiji ; Okawa, Shinpei ; Tanikwa, Yukari ; Yoshinaga, Tetsuya ; Fujii, Hiroyuki ; Fujimoto, Ken’ichi ; Hashimoto, Kou ; Iwase, Tadashi ; Kohno, Satoru ; Hoshi, Yoko. / Mathematical modeling and image reconstruction in biomedical optical imaging. In: Transactions of Japanese Society for Medical and Biological Engineering. 2014 ; Vol. 52. pp. SY-52-SY-53.
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