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Physical characterization of a new CT iterative reconstruction method operating in sinogram space

Recently a new iterative reconstruction algorithm named Sinogram Affirmed Iterative Reconstruction (SAFIRE) has been released by Siemens. This algorithm works in the raw data domain with noise reduction as main purpose, providing five different strengths. In this study, the effect of SAFIRE on image...

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Autores principales: Ghetti, Caterina, Palleri, Francesca, Serreli, Giulio, Ortenzia, Ornella, Ruffini, Livia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5714520/
https://www.ncbi.nlm.nih.gov/pubmed/23835395
http://dx.doi.org/10.1120/jacmp.v14i4.4347
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author Ghetti, Caterina
Palleri, Francesca
Serreli, Giulio
Ortenzia, Ornella
Ruffini, Livia
author_facet Ghetti, Caterina
Palleri, Francesca
Serreli, Giulio
Ortenzia, Ornella
Ruffini, Livia
author_sort Ghetti, Caterina
collection PubMed
description Recently a new iterative reconstruction algorithm named Sinogram Affirmed Iterative Reconstruction (SAFIRE) has been released by Siemens. This algorithm works in the raw data domain with noise reduction as main purpose, providing five different strengths. In this study, the effect of SAFIRE on image quality has been investigated using selected phantoms and a comparison with standard filtered back projection (FBP) has been carried out. The following quantitative parameters have been evaluated: image noise, impact of different reconstruction kernels on noise reduction, noise power spectrum (NPS), contrast‐to‐noise ratio (CNR), spatial resolution, and linearity and accuracy of CT numbers. The influence of strengths on image quality parameters has also been examined. Results show that image noise reduction is independent of reconstruction kernel and strongly related to the strength of SAFIRE applied. The peak of NPS curve for SAFIRE reconstructions is shifted towards low frequencies; this effect is more marked at higher levels of strength. Contrast‐to‐noise ratio is always improved in SAFIRE reconstruction and increases with higher strength. At different dose levels SAFIRE preserves CT number accuracy, linearity, and spatial resolution, both in transversal and coronal planes. These results confirm that SAFIRE allows for image noise reduction with preserved image quality. First clinical data to validate this phantom analysis and confirm that commercially available iterative algorithms can play an effective role in dose containment. PACS number: 87.57.Q
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spelling pubmed-57145202018-04-02 Physical characterization of a new CT iterative reconstruction method operating in sinogram space Ghetti, Caterina Palleri, Francesca Serreli, Giulio Ortenzia, Ornella Ruffini, Livia J Appl Clin Med Phys Medical Imaging Recently a new iterative reconstruction algorithm named Sinogram Affirmed Iterative Reconstruction (SAFIRE) has been released by Siemens. This algorithm works in the raw data domain with noise reduction as main purpose, providing five different strengths. In this study, the effect of SAFIRE on image quality has been investigated using selected phantoms and a comparison with standard filtered back projection (FBP) has been carried out. The following quantitative parameters have been evaluated: image noise, impact of different reconstruction kernels on noise reduction, noise power spectrum (NPS), contrast‐to‐noise ratio (CNR), spatial resolution, and linearity and accuracy of CT numbers. The influence of strengths on image quality parameters has also been examined. Results show that image noise reduction is independent of reconstruction kernel and strongly related to the strength of SAFIRE applied. The peak of NPS curve for SAFIRE reconstructions is shifted towards low frequencies; this effect is more marked at higher levels of strength. Contrast‐to‐noise ratio is always improved in SAFIRE reconstruction and increases with higher strength. At different dose levels SAFIRE preserves CT number accuracy, linearity, and spatial resolution, both in transversal and coronal planes. These results confirm that SAFIRE allows for image noise reduction with preserved image quality. First clinical data to validate this phantom analysis and confirm that commercially available iterative algorithms can play an effective role in dose containment. PACS number: 87.57.Q John Wiley and Sons Inc. 2013-07-08 /pmc/articles/PMC5714520/ /pubmed/23835395 http://dx.doi.org/10.1120/jacmp.v14i4.4347 Text en © 2013 The Authors. This is an open access article under the terms of the Creative Commons Attribution (http://creativecommons.org/licenses/by/3.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Medical Imaging
Ghetti, Caterina
Palleri, Francesca
Serreli, Giulio
Ortenzia, Ornella
Ruffini, Livia
Physical characterization of a new CT iterative reconstruction method operating in sinogram space
title Physical characterization of a new CT iterative reconstruction method operating in sinogram space
title_full Physical characterization of a new CT iterative reconstruction method operating in sinogram space
title_fullStr Physical characterization of a new CT iterative reconstruction method operating in sinogram space
title_full_unstemmed Physical characterization of a new CT iterative reconstruction method operating in sinogram space
title_short Physical characterization of a new CT iterative reconstruction method operating in sinogram space
title_sort physical characterization of a new ct iterative reconstruction method operating in sinogram space
topic Medical Imaging
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5714520/
https://www.ncbi.nlm.nih.gov/pubmed/23835395
http://dx.doi.org/10.1120/jacmp.v14i4.4347
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