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Accurate event-driven motion compensation in high-resolution PET incorporating scattered and random events.

Publication ,  Journal Article
Rahmim, A; Dinelle, K; Cheng, J-C; Shilov, MA; Segars, WP; Lidstone, SC; Blinder, S; Rousset, OG; Vajihollahi, H; Tsui, BMW; Wong, DF; Sossi, V
Published in: IEEE Trans Med Imaging
August 2008

With continuing improvements in spatial resolution of positron emission tomography (PET) scanners, small patient movements during PET imaging become a significant source of resolution degradation. This work develops and investigates a comprehensive formalism for accurate motion-compensated reconstruction which at the same time is very feasible in the context of high-resolution PET. In particular, this paper proposes an effective method to incorporate presence of scattered and random coincidences in the context of motion (which is similarly applicable to various other motion correction schemes). The overall reconstruction framework takes into consideration missing projection data which are not detected due to motion, and additionally, incorporates information from all detected events, including those which fall outside the field-of-view following motion correction. The proposed approach has been extensively validated using phantom experiments as well as realistic simulations of a new mathematical brain phantom developed in this work, and the results for a dynamic patient study are also presented.

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Published In

IEEE Trans Med Imaging

DOI

EISSN

1558-254X

Publication Date

August 2008

Volume

27

Issue

8

Start / End Page

1018 / 1033

Location

United States

Related Subject Headings

  • Sensitivity and Specificity
  • Scattering, Radiation
  • Reproducibility of Results
  • Positron-Emission Tomography
  • Phantoms, Imaging
  • Pattern Recognition, Automated
  • Nuclear Medicine & Medical Imaging
  • Motion
  • Models, Statistical
  • Models, Biological
 

Citation

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Rahmim, A., Dinelle, K., Cheng, J.-C., Shilov, M. A., Segars, W. P., Lidstone, S. C., … Sossi, V. (2008). Accurate event-driven motion compensation in high-resolution PET incorporating scattered and random events. IEEE Trans Med Imaging, 27(8), 1018–1033. https://doi.org/10.1109/TMI.2008.917248
Rahmim, Arman, Katie Dinelle, Ju-Chieh Cheng, Mikhail A. Shilov, William P. Segars, Sarah C. Lidstone, Stephan Blinder, et al. “Accurate event-driven motion compensation in high-resolution PET incorporating scattered and random events.IEEE Trans Med Imaging 27, no. 8 (August 2008): 1018–33. https://doi.org/10.1109/TMI.2008.917248.
Rahmim A, Dinelle K, Cheng J-C, Shilov MA, Segars WP, Lidstone SC, et al. Accurate event-driven motion compensation in high-resolution PET incorporating scattered and random events. IEEE Trans Med Imaging. 2008 Aug;27(8):1018–33.
Rahmim, Arman, et al. “Accurate event-driven motion compensation in high-resolution PET incorporating scattered and random events.IEEE Trans Med Imaging, vol. 27, no. 8, Aug. 2008, pp. 1018–33. Pubmed, doi:10.1109/TMI.2008.917248.
Rahmim A, Dinelle K, Cheng J-C, Shilov MA, Segars WP, Lidstone SC, Blinder S, Rousset OG, Vajihollahi H, Tsui BMW, Wong DF, Sossi V. Accurate event-driven motion compensation in high-resolution PET incorporating scattered and random events. IEEE Trans Med Imaging. 2008 Aug;27(8):1018–1033.

Published In

IEEE Trans Med Imaging

DOI

EISSN

1558-254X

Publication Date

August 2008

Volume

27

Issue

8

Start / End Page

1018 / 1033

Location

United States

Related Subject Headings

  • Sensitivity and Specificity
  • Scattering, Radiation
  • Reproducibility of Results
  • Positron-Emission Tomography
  • Phantoms, Imaging
  • Pattern Recognition, Automated
  • Nuclear Medicine & Medical Imaging
  • Motion
  • Models, Statistical
  • Models, Biological