Literature DB >> 27182079

Modeling the respiratory motion of solitary pulmonary nodules and determining the impact of respiratory motion on their detection in SPECT imaging.

Mark S Smyczynski1, Howard C Gifford2, Andre Lehovich1, Joseph E McNamara3, W Paul Segars4, Eric A Hoffman5, Benjamin M W Tsui6, Michael A King7.   

Abstract

The objectives of this investigation were to model the respiratory motion of solitary pulmonary nodules (SPN) and then use this model to determine the impact of respiratory motion on the localization and detection of small SPN in SPECT imaging for four reconstruction strategies. The respiratory motion of SPN was based on that of normal anatomic structures in the lungs determined from breath-held CT images of a volunteer acquired at two different stages of respiration. End-expiration (EE) and time-averaged (Frame Av) non-uniform-B-spline cardiac torso (NCAT) digital-anthropomorphic phantoms were created using this information for respiratory motion within the lungs. SPN were represented as 1 cm diameter spheres which underwent linear motion during respiration between the EE and end-inspiration (EI) time points. The SIMIND Monte Carlo program was used to produce SPECT projection data simulating Tc-99m depreotide (NeoTect) imaging. The projections were reconstructed using 1) no correction (NC), 2) attenuation correction (AC), 3) resolution compensation (RC), and 4) attenuation correction, scatter correction, and resolution compensation (AC_SC_RC). A human-observer localization receiver operating characteristics (LROC) study was then performed to determine the difference in localization and detection accuracy with and without the presence of respiratory motion. The LROC comparison determined that respiratory motion degrades tumor detection for all four reconstruction strategies, thus correction for SPN motion would be expected to improve detection accuracy. The inclusion of RC in reconstruction improved detection accuracy for both EE and Frame Av over NC and AC. Also the magnitude of the impact of motion was least for AC_SC_RC.

Entities:  

Keywords:  SPECT data quantification and correction methods; image generation; image quality assessment; simulation

Year:  2016        PMID: 27182079      PMCID: PMC4863470          DOI: 10.1109/TNS.2015.2512840

Source DB:  PubMed          Journal:  IEEE Trans Nucl Sci        ISSN: 0018-9499            Impact factor:   1.679


  37 in total

1.  Issues in respiratory motion compensation during external-beam radiotherapy.

Authors:  Cihat Ozhasoglu; Martin J Murphy
Journal:  Int J Radiat Oncol Biol Phys       Date:  2002-04-01       Impact factor: 7.038

2.  Evaluation of video gray-scale display.

Authors:  R D Nawfel; K H Chan; D J Wagenaar; P F Judy
Journal:  Med Phys       Date:  1992 May-Jun       Impact factor: 4.071

3.  Guidelines for management of small pulmonary nodules detected on CT scans: a statement from the Fleischner Society.

Authors:  Heber MacMahon; John H M Austin; Gordon Gamsu; Christian J Herold; James R Jett; David P Naidich; Edward F Patz; Stephen J Swensen
Journal:  Radiology       Date:  2005-11       Impact factor: 11.105

4.  Exploring breathing pattern irregularity with projection-based method.

Authors:  Dan Ruan; Jeffrey A Fessler; James M Balter; Jan-Jakob Sonke
Journal:  Med Phys       Date:  2006-07       Impact factor: 4.071

5.  Accelerating the EMML algorithm and related iterative algorithms by rescaled block-iterative methods.

Authors:  C L Byrne
Journal:  IEEE Trans Image Process       Date:  1998       Impact factor: 10.856

6.  Changes in lung tumor shape during respiration.

Authors:  E Kyriakou; D R McKenzie
Journal:  Phys Med Biol       Date:  2012-01-31       Impact factor: 3.609

7.  Dynamic modeling of lung tumor motion during respiration.

Authors:  E Kyriakou; D R McKenzie
Journal:  Phys Med Biol       Date:  2011-04-20       Impact factor: 3.609

8.  Comparing filtered backprojection and ordered-subsets expectation maximization for small-lesion detection and localization in 67Ga SPECT.

Authors:  R G Wells; M A King; P H Simkin; P F Judy; A B Brill; H C Gifford; R Licho; P H Pretorius; P B Schneider; D W Seldin
Journal:  J Nucl Med       Date:  2000-08       Impact factor: 10.057

9.  Assessment of scatter compensation strategies for (67)Ga SPECT using numerical observers and human LROC studies.

Authors:  Troy H Farncombe; Howard C Gifford; Manoj V Narayanan; P Hendrik Pretorius; Eric C Frey; Michael A King
Journal:  J Nucl Med       Date:  2004-05       Impact factor: 10.057

10.  Precise and real-time measurement of 3D tumor motion in lung due to breathing and heartbeat, measured during radiotherapy.

Authors:  Yvette Seppenwoolde; Hiroki Shirato; Kei Kitamura; Shinichi Shimizu; Marcel van Herk; Joos V Lebesque; Kazuo Miyasaka
Journal:  Int J Radiat Oncol Biol Phys       Date:  2002-07-15       Impact factor: 7.038

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