Literature DB >> 24214735

Optimization of iterative reconstruction parameters with attenuation correction, scatter correction and resolution recovery in myocardial perfusion SPECT/CT.

Koichi Okuda1, Kenichi Nakajima, Masato Yamada, Hiroshi Wakabayashi, Hajime Ichikawa, Hiroyuki Arai, Shinro Matsuo, Junichi Taki, Mitsumasa Hashimoto, Seigo Kinuya.   

Abstract

OBJECTIVE: The aim of this study was to characterize the optimal reconstruction parameters for ordered-subset expectation maximization (OSEM) with attenuation correction, scatter correction, and depth-dependent resolution recovery (OSEMACSCRR). We assessed the optimal parameters for OSEMACSCRR in an anthropomorphic torso phantom study, and evaluated the validity of the reconstruction parameters in the groups of normal volunteers and patients with abnormal perfusion.
METHODS: Images of the anthropomorphic torso phantom, 9 normal volunteers and 7 patients undergoing myocardial perfusion SPECT were acquired with a SPECT/CT scanner. SPECT data comprised a 64×64 matrix with an acquisition pixel size of 6.6 mm. A normalized mean square error (NMSE) of the phantom image was calculated to determine both optimal OSEM update and a full width at half maximum (FWHM) of Gaussian filter. We validated the myocardial count, contrast and noise characteristic for clinical subjects derived from OSEMACSCRR processing. OSEM with depth-dependent resolution recovery (OSEMRR) and filtered back projection (FBP) were simultaneously performed to compare OSEMACSCRR.
RESULTS: The combination of OSEMACSCRR with 90-120 OSEM updates and Gaussian filter with 13.2-14.85 mm FWHM yielded low NMSE value in the phantom study. When we used OSEMACSCRR with 120 updates and Gaussian filter with 13.2 mm FWHM in the normal volunteers, myocardial contrast showed significantly higher value than that derived from 120 updates and 14.85 mm FWHM. OSEMACSCRR with the combination of 90-120 OSEM updates and 14.85 mm FWHM produced lowest % root mean square (RMS) noise. Regarding the defect contrast of patients with abnormal perfusion, OSEMACSCRR with the combination of 90-120 OSEM updates and 13.2 mm FWHM produced significantly higher value than that derived from 90-120 OSEM updates and 14.85 mm FWHM. OSEMACSCRR was superior to FBP for the % RMS noise (8.52±1.08 vs. 9.55±1.71, p=0.02) and defect contrast (0.368±0.061 vs. 0.327±0.052, p=0.01), respectively.
CONCLUSIONS: Clinically optimized the number of OSEM updates and FWHM of Gaussian filter were (1) 120 updates and 13.2 mm, and (2) 90-120 updates and 14.85 mm on the OSEMACSCRR processing, respectively. Further assessment may be required to determine the optimal iterative reconstruction parameters in a larger patient population.

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Year:  2013        PMID: 24214735     DOI: 10.1007/s12149-013-0785-6

Source DB:  PubMed          Journal:  Ann Nucl Med        ISSN: 0914-7187            Impact factor:   2.668


  4 in total

1.  Reducing the small-heart effect in pediatric gated myocardial perfusion single-photon emission computed tomography.

Authors:  Hiroto Yoneyama; Kenichi Nakajima; Koichi Okuda; Shinro Matsuo; Masahisa Onoguchi; Seigo Kinuya; Lars Edenbrandt
Journal:  J Nucl Cardiol       Date:  2016-05-19       Impact factor: 5.952

2.  Impact of iterative reconstruction with resolution recovery in myocardial perfusion SPECT: phantom and clinical studies.

Authors:  Koichi Okuda; Kenichi Nakajima; Hiroto Yoneyama; Takayuki Shibutani; Masahisa Onoguchi; Shinro Matsuo; Mitsumasa Hashimoto; Seigo Kinuya
Journal:  Sci Rep       Date:  2019-12-23       Impact factor: 4.379

3.  Impact of Novel Incorporation of CT-based Segment Mapping into a Conjugated Gradient Algorithm on Bone SPECT Imaging: Fundamental Characteristics of a Context-specific Reconstruction Method.

Authors:  Kyohei Okuda; Susumu Fujii; Shota Sakimoto
Journal:  Asia Ocean J Nucl Med Biol       Date:  2019

4.  Optimization of Ordered Subset Expectation Maximization Parameters for Image Reconstruction in Tc-99m Methoxyisobutylisonitrile Myocardial Perfusion SPECT and Comparison with Corresponding Filtered Back Projection-Reconstructed Images.

Authors:  Pankaj Dheer; Priyanka Gupta; Sameer Kamalakar Taywade; Averilicia Passah; Anil Kumar Pandey; Chetan Patel
Journal:  Indian J Nucl Med       Date:  2021-03-04
  4 in total

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