Literature DB >> 21089782

Monte Carlo evaluation of scatter mitigation strategies in cone-beam CT.

Dimitrios Lazos1, Jeffrey F Williamson.   

Abstract

PURPOSE: To investigate the efficacy of two widely used scatter mitigation methods: antiscatter grids (ASGs) and beam modulating with bowtie filters (BTFs), in combination with subtractive scatter correction or zeroth order normalization phantom calibration, for improving image noise, contrast, contrast-to-noise ratio (CNR), and image uniformity for on-board cone-beam CT (CBCT) imaging systems used for image-guided radiation therapy.
METHODS: PTRAN Monte Carlo CBCT x-ray projections of head and pelvic phantoms were calculated for combinations of beam-modulation and scatter rejection methods and images were reconstructed by in-house developed software. In addition, a simple one-dimensional analytic model was developed to predict scatter-to-primary ratio (SPR) and CNR as a function of cylindrical phantom thickness, ASG transmission, and beam modulation with bow-tie filters.
RESULTS: ASGs were found to have slightly negative or no effect on head phantom image CNR and to modestly improve CNR (10%-20%) in pelvic phantom images. However, scatter subtraction and norm-phantom calibration perform better when applied on data acquired with ASGs. Scatter subtraction improves CT number accuracy, but increases noise, and in high SPR/low primary-photon transmission scenarios can dramatically reduce CNR and introduce streaking artifacts. The BTF is found to reduce SPR and image noise, resulting in a better trade-off between CNR and imaging dose, but introduces a circular band artifact.
CONCLUSIONS: Our study shows that ASGs have a modest positive impact in pelvic scans and negative in head scans, scatter subtraction improves the HU accuracy but reduces CNR, while BTF has a clearly positive effect.

Mesh:

Year:  2010        PMID: 21089782      PMCID: PMC2962662          DOI: 10.1118/1.3488978

Source DB:  PubMed          Journal:  Med Phys        ISSN: 0094-2405            Impact factor:   4.071


  35 in total

1.  Cone-beam computed tomography with a flat-panel imager: initial performance characterization.

Authors:  D A Jaffray; J H Siewerdsen
Journal:  Med Phys       Date:  2000-06       Impact factor: 4.071

2.  Effect of scattered radiation on image noise in cone beam CT.

Authors:  M Endo; T Tsunoo; N Nakamori; K Yoshida
Journal:  Med Phys       Date:  2001-04       Impact factor: 4.071

3.  Flat-panel cone-beam computed tomography for image-guided radiation therapy.

Authors:  David A Jaffray; Jeffrey H Siewerdsen; John W Wong; Alvaro A Martinez
Journal:  Int J Radiat Oncol Biol Phys       Date:  2002-08-01       Impact factor: 7.038

4.  X-ray scatter correction algorithm for cone beam CT imaging.

Authors:  Ruola Ning; Xiangyang Tang; David Conover
Journal:  Med Phys       Date:  2004-05       Impact factor: 4.071

5.  The influence of bowtie filtration on cone-beam CT image quality.

Authors:  N Mail; D J Moseley; J H Siewerdsen; D A Jaffray
Journal:  Med Phys       Date:  2009-01       Impact factor: 4.071

6.  Computation of bremsstrahlung X-ray spectra and comparison with spectra measured with a Ge(Li) detector.

Authors:  R Birch; M Marshall
Journal:  Phys Med Biol       Date:  1979-05       Impact factor: 3.609

7.  X-ray transmission formula for antiscatter grids.

Authors:  G J Day; D R Dance
Journal:  Phys Med Biol       Date:  1983-12       Impact factor: 3.609

8.  Prism representation: a 3D ray-tracing algorithm for radiotherapy applications.

Authors:  R L Siddon
Journal:  Phys Med Biol       Date:  1985-08       Impact factor: 3.609

9.  Scattered radiation in fan beam imaging systems.

Authors:  P C Johns; M Yaffe
Journal:  Med Phys       Date:  1982 Mar-Apr       Impact factor: 4.071

10.  Noise due to photon counting statistics in computed X-ray tomography.

Authors:  D A Chesler; S J Riederer; N J Pelc
Journal:  J Comput Assist Tomogr       Date:  1977-01       Impact factor: 1.826

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  11 in total

1.  Bow-tie wobble artifact: effect of source assembly motion on cone-beam CT.

Authors:  Dandan Zheng; John C Ford; Jun Lu; Dimitrios Lazos; Geoffrey D Hugo; Damodar Pokhrel; Lisha Zhang; Jeffrey F Williamson
Journal:  Med Phys       Date:  2011-05       Impact factor: 4.071

2.  Impact of flat panel-imager veiling glare on scatter-estimation accuracy and image quality of a commercial on-board cone-beam CT imaging system.

Authors:  Dimitrios Lazos; Jeffrey F Williamson
Journal:  Med Phys       Date:  2012-09       Impact factor: 4.071

3.  A digitally reconstructed radiograph algorithm calculated from first principles.

Authors:  David Staub; Martin J Murphy
Journal:  Med Phys       Date:  2013-01       Impact factor: 4.071

4.  Monte Carlo study of the effects of system geometry and antiscatter grids on cone-beam CT scatter distributions.

Authors:  A Sisniega; W Zbijewski; A Badal; I S Kyprianou; J W Stayman; J J Vaquero; J H Siewerdsen
Journal:  Med Phys       Date:  2013-05       Impact factor: 4.071

5.  Two-dimensional antiscatter grid: A novel scatter rejection device for Cone-beam computed tomography.

Authors:  Timur Alexeev; Brian Kavanagh; Moyed Miften; Cem Altunbas
Journal:  Med Phys       Date:  2018-01-08       Impact factor: 4.071

6.  Projection-domain scatter correction for cone beam computed tomography using a residual convolutional neural network.

Authors:  Yusuke Nomura; Qiong Xu; Hiroki Shirato; Shinichi Shimizu; Lei Xing
Journal:  Med Phys       Date:  2019-06-05       Impact factor: 4.071

7.  Transmission characteristics of a two dimensional antiscatter grid prototype for CBCT.

Authors:  Cem Altunbas; Brian Kavanagh; Timur Alexeev; Moyed Miften
Journal:  Med Phys       Date:  2017-06-16       Impact factor: 4.071

8.  Experimental implementation of a polyenergetic statistical reconstruction algorithm for a commercial fan-beam CT scanner.

Authors:  Joshua D Evans; Bruce R Whiting; David G Politte; Joseph A O'Sullivan; Paul F Klahr; Jeffrey F Williamson
Journal:  Phys Med       Date:  2013-01-21       Impact factor: 2.685

9.  Effect of grid geometry on the transmission properties of 2D grids for flat detectors in CBCT.

Authors:  Cem Altunbas; Timur Alexeev; Moyed Miften; Brian Kavanagh
Journal:  Phys Med Biol       Date:  2019-11-15       Impact factor: 3.609

10.  Scatter-to-primary ratio in dentomaxillofacial cone-beam CT: effect of field of view and beam energy.

Authors:  Ruben Pauwels; Pisha Pittayapat; Phonkit Sinpitaksakul; Soontra Panmekiate
Journal:  Dentomaxillofac Radiol       Date:  2021-04-29       Impact factor: 2.419

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