Literature DB >> 24841729

Design of a digital phantom population for myocardial perfusion SPECT imaging research.

Michael Ghaly1, Yong Du, George S K Fung, Benjamin M W Tsui, Jonathan M Links, Eric Frey.   

Abstract

Digital phantoms and Monte Carlo (MC) simulations have become important tools for optimizing and evaluating instrumentation, acquisition and processing methods for myocardial perfusion SPECT (MPS). In this work, we designed a new adult digital phantom population and generated corresponding Tc-99m and Tl-201 projections for use in MPS research. The population is based on the three-dimensional XCAT phantom with organ parameters sampled from the Emory PET Torso Model Database. Phantoms included three variations each in body size, heart size, and subcutaneous adipose tissue level, for a total of 27 phantoms of each gender. The SimSET MC code and angular response functions were used to model interactions in the body and the collimator-detector system, respectively. We divided each phantom into seven organs, each simulated separately, allowing use of post-simulation summing to efficiently model uptake variations. Also, we adapted and used a criterion based on the relative Poisson effective count level to determine the required number of simulated photons for each simulated organ. This technique provided a quantitative estimate of the true noise in the simulated projection data, including residual MC simulation noise. Projections were generated in 1 keV wide energy windows from 48-184 keV assuming perfect energy resolution to permit study of the effects of window width, energy resolution, and crosstalk in the context of dual isotope MPS. We have developed a comprehensive method for efficiently simulating realistic projections for a realistic population of phantoms in the context of MPS imaging. The new phantom population and realistic database of simulated projections will be useful in performing mathematical and human observer studies to evaluate various acquisition and processing methods such as optimizing the energy window width, investigating the effect of energy resolution on image quality and evaluating compensation methods for degrading factors such as crosstalk in the context of single and dual isotope MPS.

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Year:  2014        PMID: 24841729      PMCID: PMC4180510          DOI: 10.1088/0031-9155/59/12/2935

Source DB:  PubMed          Journal:  Phys Med Biol        ISSN: 0031-9155            Impact factor:   3.609


  11 in total

1.  Receiver operating characteristic evaluation of iterative reconstruction with attenuation correction in 99mTc-sestamibi myocardial SPECT images.

Authors:  K J LaCroix; B M Tsui; E C Frey; R J Jaszczak
Journal:  J Nucl Med       Date:  2000-03       Impact factor: 10.057

2.  Realistic Simulation of Regional Myocardial Perfusion Defects for Cardiac SPECT Studies.

Authors:  George S K Fung; W Paul Segars; Taek-Soo Lee; Takahiro Higuchi; Alexander I Veress; Grant T Gullberg; Benjamin M W Tsui
Journal:  IEEE Nucl Sci Symp Conf Rec (1997)       Date:  2010 Oct-Nov

3.  Fast modelling of the collimator-detector response in Monte Carlo simulation of SPECT imaging using the angular response function.

Authors:  X Song; W P Segars; Y Du; B M W Tsui; E C Frey
Journal:  Phys Med Biol       Date:  2005-04-06       Impact factor: 3.609

4.  A Monte Carlo and physical phantom evaluation of quantitative In-111 SPECT.

Authors:  Bin He; Yong Du; Xiyun Song; W Paul Segars; Eric C Frey
Journal:  Phys Med Biol       Date:  2005-08-24       Impact factor: 3.609

5.  A novel approach to multipinhole SPECT for myocardial perfusion imaging.

Authors:  Tobias Funk; Dennis L Kirch; John E Koss; Elias Botvinick; Bruce H Hasegawa
Journal:  J Nucl Med       Date:  2006-04       Impact factor: 10.057

6.  An analytic model for the response of a CZT detector in diagnostic energy dispersive x-ray spectroscopy.

Authors:  Robert J LeClair; Yinkun Wang; Peiying Zhao; Michel Boileau; Lilie Wang; Fabrice Fleurot
Journal:  Med Phys       Date:  2006-05       Impact factor: 4.071

7.  Development and evaluation of an improved quantitative (90)Y bremsstrahlung SPECT method.

Authors:  Xing Rong; Yong Du; Michael Ljungberg; Erwann Rault; Stefaan Vandenberghe; Eric C Frey
Journal:  Med Phys       Date:  2012-05       Impact factor: 4.071

8.  Development and evaluation of a model-based downscatter compensation method for quantitative I-131 SPECT.

Authors:  Na Song; Yong Du; Bin He; Eric C Frey
Journal:  Med Phys       Date:  2011-06       Impact factor: 4.071

9.  MCAT to XCAT: The Evolution of 4-D Computerized Phantoms for Imaging Research: Computer models that take account of body movements promise to provide evaluation and improvement of medical imaging devices and technology.

Authors:  W Paul Segars; Benjamin M W Tsui
Journal:  Proc IEEE Inst Electr Electron Eng       Date:  2009-12       Impact factor: 10.961

10.  4D XCAT phantom for multimodality imaging research.

Authors:  W P Segars; G Sturgeon; S Mendonca; Jason Grimes; B M W Tsui
Journal:  Med Phys       Date:  2010-09       Impact factor: 4.071

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  13 in total

1.  Factors affecting the normality of channel outputs of channelized model observers: an investigation using realistic myocardial perfusion SPECT images.

Authors:  Fatma E A Elshahaby; Michael Ghaly; Abhinav K Jha; Eric C Frey
Journal:  J Med Imaging (Bellingham)       Date:  2016-01-28

2.  A comparison of resampling schemes for estimating model observer performance with small ensembles.

Authors:  Fatma E A Elshahaby; Abhinav K Jha; Michael Ghaly; Eric C Frey
Journal:  Phys Med Biol       Date:  2017-08-22       Impact factor: 3.609

3.  Collimator optimization and collimator-detector response compensation in myocardial perfusion SPECT using the ideal observer with and without model mismatch and an anthropomorphic model observer.

Authors:  Michael Ghaly; Jonathan M Links; Eric C Frey
Journal:  Phys Med Biol       Date:  2016-02-19       Impact factor: 3.609

4.  Collimator optimization in myocardial perfusion SPECT using the ideal observer and realistic background variability for lesion detection and joint detection and localization tasks.

Authors:  Michael Ghaly; Yong Du; Jonathan M Links; Eric C Frey
Journal:  Phys Med Biol       Date:  2016-02-19       Impact factor: 3.609

5.  Optimization of energy window and evaluation of scatter compensation methods in myocardial perfusion SPECT using the ideal observer with and without model mismatch and an anthropomorphic model observer.

Authors:  Michael Ghaly; Jonathan M Links; Eric Frey
Journal:  J Med Imaging (Bellingham)       Date:  2015-01

6.  Simplifying volumes-of-interest (VOIs) definition in quantitative SPECT: Beyond manual definition of 3D whole-organ VOIs.

Authors:  Esther M Vicente; Martin A Lodge; Steven P Rowe; Richard L Wahl; Eric C Frey
Journal:  Med Phys       Date:  2017-03-28       Impact factor: 4.071

7.  Optimization and comparison of simultaneous and separate acquisition protocols for dual isotope myocardial perfusion SPECT.

Authors:  Michael Ghaly; Jonathan M Links; Eric C Frey
Journal:  Phys Med Biol       Date:  2015-06-17       Impact factor: 3.609

8.  Use of Sub-Ensembles and Multi-Template Observers to Evaluate Detection Task Performance for Data That are Not Multivariate Normal.

Authors:  Xin Li; Abhinav K Jha; Michael Ghaly; Fatma E A Elshahaby; Jonathan M Links; Eric C Frey
Journal:  IEEE Trans Med Imaging       Date:  2016-12-22       Impact factor: 10.048

9.  The development and initial evaluation of a realistic simulated SPECT dataset with simultaneous respiratory and cardiac motion for gated myocardial perfusion SPECT.

Authors:  Taek-Soo Lee; Benjamin M W Tsui
Journal:  Phys Med Biol       Date:  2015-01-22       Impact factor: 3.609

10.  Joint reconstruction of rest/stress myocardial perfusion SPECT.

Authors:  X Lai; Y Petibon; G El Fakhri; J Ouyang
Journal:  Phys Med Biol       Date:  2018-07-06       Impact factor: 3.609

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