Respiratory synchronized CT image generation from 40 PET acquisitions

H. Fayad, F. Lamare, V. Bettinardi, C. Roux, D. Visvikis

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Respiratory motion reduces accuracy in image fusion from combined PET systems. Solutions presented to date include respiratory synchronized PET and CT acquisitions. Order to increase the signal to noise ratio of the synchronized images the use of non-rigid transformations during the reconstruction process accounting for the respiratory motion has been proposed. the majority of this work the 4D CT images have been used for the derivation of the necessary deformation maps. However, ditTerences between acquired 4D PET and corresponding CT image series have been reported due to ditTerences in respiration conditions during PET and CT acquisitions. In addition, the radiation dose burden resulting from a 4D CT acquisition may not be justifiable for every patient. In this paper we present a method for the generation of dynamic CT images from one reference CT image, based on deformation matrices obtained from the elastic registration of 4D non attenuation corrected PET images. Such an approach eliminates, on one hand the need for the acquisition of dynamic CT, while at the same time ensuring the good matching between CT and PET images allowing accurate attenuation correction to be performed for respiratory synchronized PET acquisitions. This method has been validated by generating 4D CT images for two patients and evaluated by comparison with the acquired CT images. Different levels of PET image statistical quality were also considered in order to investigate the impact of image noise in the derivation of the 4D CT series. Our results suggest that clinically relevant PET acquisition times can be used for the implementation of such an approach, making this an even more attractive solution considering the absence of extra dose given by a standard 4D CT acquisition.

Original languageEnglish
Title of host publicationIEEE Nuclear Science Symposium Conference Record
Pages5488-5492
Number of pages5
DOIs
Publication statusPublished - 2008
Event2008 IEEE Nuclear Science Symposium Conference Record, NSS/MIC 2008 - Dresden, Germany
Duration: Oct 19 2008Oct 25 2008

Other

Other2008 IEEE Nuclear Science Symposium Conference Record, NSS/MIC 2008
CountryGermany
CityDresden
Period10/19/0810/25/08

ASJC Scopus subject areas

  • Radiation
  • Nuclear and High Energy Physics
  • Radiology Nuclear Medicine and imaging

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    Fayad, H., Lamare, F., Bettinardi, V., Roux, C., & Visvikis, D. (2008). Respiratory synchronized CT image generation from 40 PET acquisitions. In IEEE Nuclear Science Symposium Conference Record (pp. 5488-5492). [4774495] https://doi.org/10.1109/NSSMIC.2008.4774495