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Computed Tomography Radiation Dose Reduction: Effect of Different Iterative Reconstruction Algorithms on Image Quality

  • Martin J. Willemink*
  • , Richard A. P. Takx
  • , Pim A. de Jong
  • , Ricardo P. J. Budde
  • , Ronald L. A. W. Bleys
  • , Marco Das
  • , Joachim E. Wildberger
  • , Mathias Prokop
  • , Nico Buls
  • , Johan de Mey
  • , Tim Leiner
  • , Arnold M. R. Schilham
  • *Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

Abstract

We evaluated the effects of hybrid and model-based iterative reconstruction (IR) algorithms from different vendors at multiple radiation dose levels on image quality of chest phantom scans.A chest phantom was scanned on state-of-the-art computed tomography scanners from 4 vendors at 4 dose levels (4.1 mGy, 3.0 mGy, 1.9 mGy, and 0.8 mGy). All data were reconstructed with filtered back projection (FBP) and reduced-dose data also with IR (iDose4, Adaptive Iterative Dose Reduction 3D, Adaptive Statistical Iterative Reconstruction, Sinogram-Affirmed Iterative Reconstruction, prototype Iterative Model Reconstruction, and Veo). Computed tomography numbers and noise were measured in the spine and lungs. Signal-to-noise ratios (SNR) and contrast-to-noise ratios (CNR) were calculated and differences were analyzed with the Friedman test.For all vendors, radiation dose reduction with FBP resulted in significantly increased noise levels (?148%) as well as decreased SNR (?57%) and CNR (?58%) (P <0.001). Conversely, IR resulted in decreased noise levels (?48%) as well as increased SNR (?94%) and CNR (?94%). The SNRs and CNRs of the model-based algorithms at 80% reduced dose were similar to reference-dose FBP.Hybrid IR algorithms have the potential to reduce radiation dose with 27% to 54% and model-based IR algorithms with up to 80%.
Original languageEnglish
Pages (from-to)815-823
Number of pages9
JournalJournal of Computer Assisted Tomography
Volume38
Issue number6
DOIs
Publication statusPublished - 2014

Keywords

  • computed tomography
  • iterative reconstruction
  • image quality

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