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Fast Image Reconstruction for Positron Emission Tomography Using Time-Of-Flight Information

양전자 방출 단층 촬영기의 비행 시간 정보를 이용한 고속 영상재구성

  • Received : 2017.02.27
  • Accepted : 2017.05.09
  • Published : 2017.06.30

Abstract

Recent advance in electronics and scintillators makes it possible to utilize the time-of-flight (TOF) information in improving image reconstruction of positron emission tomography(PET). In this paper, we propose a TOF-based fast image reconstruction method for PET. The proposed method uses the deconvolution of TOF data for each angle view and the rotational averaging of deconvolved images. Simulation results show an improved performance of the proposed method, as compared with filtered backprojection (FBP) method, TOF-FBP, and TOF version of expectation-maximization(EM) methods. Simulation results also show a great potentiality of the proposed method in limited angle tomography applications.

Keywords

References

  1. A.C. Kak and M. Slaney, Principles of Computerized Tomography Imaging, IEEE Press, New York, 1987.
  2. F.H. Fahey, "Data Acquisition in PET Imaging," Journal of Nuclear Medicine Technology, Vol. 30, No. 2, pp. 39-49, 2002.
  3. S. Vandenberghe, E. Mikhaylova, E. D'Hoe, P. Mollet, and J.S. Karp, "Recent Developements in Time-of-flight PET," European Journal of Nuclear Medicine and Molecular Imaging, Vol. 3, No. 3, pp. 1-30, 2016.
  4. M. Defrise, A. Rezaei, and J. Nuyts, "Timeof-flight PET Data Determine the Attenuation Sinogram up to a Constant," Physics in Medicine and Biology, Vol. 57, No. 4, pp. 885-899, 2012. https://doi.org/10.1088/0031-9155/57/4/885
  5. N. Lee, "Iterative Attenuation Correction and Image Reconstruction Using Time-of-flight Positron Emission Tomography," Journal of Korea Multimedia Society, Vol. 19, No. 8, pp. 1371-1376, 2016. https://doi.org/10.9717/kmms.2016.19.8.1371
  6. M. Conti, B. Bendriem, M. Casey, M. Chen, F. Kehren, C. Michel, et al., "First Experimental Results of Time-of-flight Reconstruction on an LSO PET Scanner," Physics in Medicine and Biology, Vol. 50, No. 19, pp. 4507-4526, 2005. https://doi.org/10.1088/0031-9155/50/19/006
  7. F. Natterer, The Mathematics of Computerized Tomography, Society for Industrial and Applied Mathematic, Philadelphia, 2001.
  8. S. Surti, "Update on Time-of-flight PET Imaging," Journal of Nuclear Medicine, Vol. 56, No. 1, pp. 98-105, 2015. https://doi.org/10.2967/jnumed.114.145029
  9. H. Davison H1, E. Voert, B. Galiza, P. Veit-Haibach, and G. Delso, "Incorporation of Time-of-flight Information Reduces Metal Artifacts in Simultaneous Positron Emission Tomography/Magnetic Resonance Imaging: A Simulation Study," Investigative Radilogy, Vol. 50, No 7, pp. 423-429, 2015. https://doi.org/10.1097/RLI.0000000000000146
  10. Y. Baker and Y. Li, "Attenuation Correction in Emission Tomography Using the Emission Data-a Review," Medical Physics, Vol. 43, No. 2, pp. 807-832, 2016. https://doi.org/10.1118/1.4938264