Literature DB >> 24983438

Computed tomography radiation dose reduction: effect of different iterative reconstruction algorithms on image quality.

Martin J Willemink1, 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.   

Abstract

OBJECTIVE: 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.
METHODS: 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.
RESULTS: 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.
CONCLUSIONS: Hybrid IR algorithms have the potential to reduce radiation dose with 27% to 54% and model-based IR algorithms with up to 80%.

Mesh:

Year:  2014        PMID: 24983438     DOI: 10.1097/RCT.0000000000000128

Source DB:  PubMed          Journal:  J Comput Assist Tomogr        ISSN: 0363-8715            Impact factor:   1.826


  14 in total

1.  The effect of iterative model reconstruction on coronary artery calcium quantification.

Authors:  Bálint Szilveszter; Hesham Elzomor; Mihály Károlyi; Márton Kolossváry; Rolf Raaijmakers; Kálmán Benke; Csilla Celeng; Andrea Bartykowszki; Zsolt Bagyura; Árpád Lux; Béla Merkely; Pál Maurovich-Horvat
Journal:  Int J Cardiovasc Imaging       Date:  2015-08-19       Impact factor: 2.357

2.  Reaching for better image quality and lower radiation dose in head and neck CT: advanced modeled and sinogram-affirmed iterative reconstruction in combination with tube voltage adaptation.

Authors:  Andrea I Schmid; Michael Uder; Michael M Lell
Journal:  Dentomaxillofac Radiol       Date:  2016-09-08       Impact factor: 2.419

3.  The evaluation of the reduction of radiation dose via deep learning-based reconstruction for cadaveric human lung CT images.

Authors:  Tomo Miyata; Masahiro Yanagawa; Noriko Kikuchi; Kazuki Yamagata; Yukihisa Sato; Yuriko Yoshida; Mitsuko Tsubamoto; Noriyuki Tomiyama
Journal:  Sci Rep       Date:  2022-07-20       Impact factor: 4.996

Review 4.  [Iterative algorithms for artifact reduction in computed tomography].

Authors:  S Skornitzke
Journal:  Radiologe       Date:  2018-03       Impact factor: 0.635

5.  Iterative reconstruction can permit the use of lower X-ray tube current in CT coronary artery calcium scoring.

Authors:  Mark A Rodrigues; Michelle C Williams; Thomas Fitzgerald; Martin Connell; Nicholas W Weir; David E Newby; Edwin J R van Beek; Saeed Mirsadraee
Journal:  Br J Radiol       Date:  2016-06-08       Impact factor: 3.039

6.  Influence of dose reduction and iterative reconstruction on CT calcium scores: a multi-manufacturer dynamic phantom study.

Authors:  N R van der Werf; M J Willemink; T P Willems; M J W Greuter; T Leiner
Journal:  Int J Cardiovasc Imaging       Date:  2017-01-19       Impact factor: 2.357

7.  Ultra Low Dose CT Pulmonary Angiography with Iterative Reconstruction.

Authors:  Andreas Sauter; Thomas Koehler; Alexander A Fingerle; Bernhard Brendel; Vivien Richter; Michael Rasper; Ernst J Rummeny; Peter B Noël; Daniela Münzel
Journal:  PLoS One       Date:  2016-09-09       Impact factor: 3.240

8.  Head CT: Image quality improvement of posterior fossa and radiation dose reduction with ASiR - comparative studies of CT head examinations.

Authors:  Maciej Guziński; Łukasz Waszczuk; Marek J Sąsiadek
Journal:  Eur Radiol       Date:  2016-01-23       Impact factor: 5.315

9.  Evaluation of an integrated 3D-printed phantom for coronary CT angiography using iterative reconstruction algorithm.

Authors:  Kamarul A Abdullah; Mark F McEntee; Warren Reed; Peter L Kench
Journal:  J Med Radiat Sci       Date:  2020-03-27

Review 10.  Medical Imaging: From Roentgen to the Digital Revolution, and Beyond.

Authors:  Eyal Bercovich; Marcia C Javitt
Journal:  Rambam Maimonides Med J       Date:  2018-10-04
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