Literature DB >> 26422576

Improved dose calculation accuracy for low energy brachytherapy by optimizing dual energy CT imaging protocols for noise reduction using sinogram affirmed iterative reconstruction.

Guillaume Landry1, Mathieu Gaudreault2, Wouter van Elmpt3, Joachim E Wildberger4, Frank Verhaegen5.   

Abstract

The goal of this study was to evaluate the noise reduction achievable from dual energy computed tomography (CT) imaging (DECT) using filtered backprojection (FBP) and iterative image reconstruction algorithms combined with increased imaging exposure. We evaluated the data in the context of imaging for brachytherapy dose calculation, where accurate quantification of electron density ρe and effective atomic number Zeff is beneficial. A dual source CT scanner was used to scan a phantom containing tissue mimicking inserts. DECT scans were acquired at 80 kVp/140Sn kVp (where Sn stands for tin filtration) and 100 kVp/140Sn kVp, using the same values of the CT dose index CTDIvol for both settings as a measure for the radiation imaging exposure. Four CTDIvol levels were investigated. Images were reconstructed using FBP and sinogram affirmed iterative reconstruction (SAFIRE) with strength 1,3 and 5. From DECT scans two material quantities were derived, Zeff and ρe. DECT images were used to assign material types and the amount of improperly assigned voxels was quantified for each protocol. The dosimetric impact of improperly assigned voxels was evaluated with Geant4 Monte Carlo (MC) dose calculations for an (125)I source in numerical phantoms. Standard deviations for Zeff and ρe were reduced up to a factor ∼2 when using SAFIRE with strength 5 compared to FBP. Standard deviations on Zeff and ρe as low as 0.15 and 0.006 were achieved for the muscle insert representing typical soft tissue using a CTDIvol of 40 mGy and 3mm slice thickness. Dose calculation accuracy was generally improved when using SAFIRE. Mean (maximum absolute) dose errors of up to 1.3% (21%) with FBP were reduced to less than 1% (6%) with SAFIRE at a CTDIvol of 10 mGy. Using a CTDIvol of 40mGy and SAFIRE yielded mean dose calculation errors of the order of 0.6% which was the MC dose calculation precision in this study and no error was larger than ±2.5% as opposed to errors of up to -4% with FPB. This phantom study showed that the SAFIRE image reconstruction algorithm provided reduced standard deviations of Zeff and ρe in uniform regions of interest while preserving mean Zeff and ρe values. This resulted in improved material type assignment. The use of SAFIRE improved brachytherapy dose calculations for the materials from the phantom investigated in this study using (125)I.
Copyright © 2015. Published by Elsevier GmbH.

Entities:  

Keywords:  Brachytherapie; Brachytherapy; Dosisberechnungen; Dual-Energy-Computer-Tomographie; dose calculation; dual energy CT; low energy photons; niederenergetische Photonen

Mesh:

Year:  2015        PMID: 26422576     DOI: 10.1016/j.zemedi.2015.09.001

Source DB:  PubMed          Journal:  Z Med Phys        ISSN: 0939-3889            Impact factor:   4.820


  6 in total

1.  The effect of different image reconstruction techniques on pre-clinical quantitative imaging and dual-energy CT.

Authors:  Ana Vaniqui; Lotte E J R Schyns; Isabel P Almeida; Brent van der Heyden; Mark Podesta; Frank Verhaegen
Journal:  Br J Radiol       Date:  2018-11-07       Impact factor: 3.039

Review 2.  Status and innovations in pre-treatment CT imaging for proton therapy.

Authors:  Patrick Wohlfahrt; Christian Richter
Journal:  Br J Radiol       Date:  2019-11-11       Impact factor: 3.039

Review 3.  Technical Principles of Dual-Energy Cone Beam Computed Tomography and Clinical Applications for Radiation Therapy.

Authors:  Shailaja Sajja; Young Lee; Markus Eriksson; Håkan Nordström; Arjun Sahgal; Masoud Hashemi; James G Mainprize; Mark Ruschin
Journal:  Adv Radiat Oncol       Date:  2019-07-30

4.  VOXSI: A voxelized single- and dual-energy CT scenario generator for quantitative imaging.

Authors:  Brent van der Heyden; Lotte E J R Schyns; Mark Podesta; Ana Vaniqui; Isabel P Almeida; Guillaume Landry; Frank Verhaegen
Journal:  Phys Imaging Radiat Oncol       Date:  2018-05-25

5.  Split-filter dual-energy CT pulmonary angiography for the diagnosis of acute pulmonary embolism: a study on image quality and radiation dose.

Authors:  Bernhard Petritsch; Pauline Pannenbecker; Andreas M Weng; Jan-Peter Grunz; Simon Veldhoen; Thorsten A Bley; Aleksander Kosmala
Journal:  Quant Imaging Med Surg       Date:  2021-05

6.  The impact of dual energy CT imaging on dose calculations for pre-clinical studies.

Authors:  Ana Vaniqui; Lotte E J R Schyns; Isabel P Almeida; Brent van der Heyden; Stefan J van Hoof; Frank Verhaegen
Journal:  Radiat Oncol       Date:  2017-11-21       Impact factor: 3.481

  6 in total

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