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Impact of flexible noise control (FNC) image processing parameters on portable chest radiography

There is a lack of understanding in the performance of flexible noise control (FNC) processing, which is used in digital radiography on a scanner vendor and has four parameters each involving multiple options. The aim of this study was to investigate the impact of FNC on portable chest imaging. An a...

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Autores principales: Kirby, Krystal M., Ren, Liqiang, Daly, Timothy R., Tandon, Yasmeen K., Bartholmai, Brian J., Schueler, Beth A., Long, Zaiyang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9797169/
https://www.ncbi.nlm.nih.gov/pubmed/36321326
http://dx.doi.org/10.1002/acm2.13812
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author Kirby, Krystal M.
Ren, Liqiang
Daly, Timothy R.
Tandon, Yasmeen K.
Bartholmai, Brian J.
Schueler, Beth A.
Long, Zaiyang
author_facet Kirby, Krystal M.
Ren, Liqiang
Daly, Timothy R.
Tandon, Yasmeen K.
Bartholmai, Brian J.
Schueler, Beth A.
Long, Zaiyang
author_sort Kirby, Krystal M.
collection PubMed
description There is a lack of understanding in the performance of flexible noise control (FNC) processing, which is used in digital radiography on a scanner vendor and has four parameters each involving multiple options. The aim of this study was to investigate the impact of FNC on portable chest imaging. An anthropomorphic chest phantom was imaged using a clinical chest program with 85 kV and five radiation dose levels at 40″ source‐to‐image distance with software‐based scatter reduction method. All images were processed without and with FNC. Noise analysis was performed in two regions of interest (ROI) on subtracted noise‐only images, and line profiles were generated through a lung‐rib interface. In addition, noise power spectra (NPS) analysis was performed in solid water phantoms of 10 and 20 cm thicknesses, using the same acquisition program and a range of dose levels. Last, feedback on retrospectively deidentified, reprocessed, and randomized clinical images from 20 portable chest exams was gathered from two thoracic radiologists. Noise reduction performances of FNC were demonstrated, with the level depending on specific FNC parameters, dose levels, ROI placement, and phantom sizes. Higher frequency textural patterns were revealed through the NPS analysis, which varied based on FNC parameters, dose levels, and phantom sizes. Overall, the vendor default parameter FGA0.5 yielded the highest noise reduction and textural artifacts. Radiologist feedback showed consistent preference of no FNC due to the presence of textural artifacts in the FNC‐processed images. An algorithm improvement to avoid introducing artifacts would be desired.
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spelling pubmed-97971692022-12-30 Impact of flexible noise control (FNC) image processing parameters on portable chest radiography Kirby, Krystal M. Ren, Liqiang Daly, Timothy R. Tandon, Yasmeen K. Bartholmai, Brian J. Schueler, Beth A. Long, Zaiyang J Appl Clin Med Phys Technical Notes There is a lack of understanding in the performance of flexible noise control (FNC) processing, which is used in digital radiography on a scanner vendor and has four parameters each involving multiple options. The aim of this study was to investigate the impact of FNC on portable chest imaging. An anthropomorphic chest phantom was imaged using a clinical chest program with 85 kV and five radiation dose levels at 40″ source‐to‐image distance with software‐based scatter reduction method. All images were processed without and with FNC. Noise analysis was performed in two regions of interest (ROI) on subtracted noise‐only images, and line profiles were generated through a lung‐rib interface. In addition, noise power spectra (NPS) analysis was performed in solid water phantoms of 10 and 20 cm thicknesses, using the same acquisition program and a range of dose levels. Last, feedback on retrospectively deidentified, reprocessed, and randomized clinical images from 20 portable chest exams was gathered from two thoracic radiologists. Noise reduction performances of FNC were demonstrated, with the level depending on specific FNC parameters, dose levels, ROI placement, and phantom sizes. Higher frequency textural patterns were revealed through the NPS analysis, which varied based on FNC parameters, dose levels, and phantom sizes. Overall, the vendor default parameter FGA0.5 yielded the highest noise reduction and textural artifacts. Radiologist feedback showed consistent preference of no FNC due to the presence of textural artifacts in the FNC‐processed images. An algorithm improvement to avoid introducing artifacts would be desired. John Wiley and Sons Inc. 2022-11-02 /pmc/articles/PMC9797169/ /pubmed/36321326 http://dx.doi.org/10.1002/acm2.13812 Text en © 2022 The Authors. Journal of Applied Clinical Medical Physics published by Wiley Periodicals, LLC on behalf of The American Association of Physicists in Medicine. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Technical Notes
Kirby, Krystal M.
Ren, Liqiang
Daly, Timothy R.
Tandon, Yasmeen K.
Bartholmai, Brian J.
Schueler, Beth A.
Long, Zaiyang
Impact of flexible noise control (FNC) image processing parameters on portable chest radiography
title Impact of flexible noise control (FNC) image processing parameters on portable chest radiography
title_full Impact of flexible noise control (FNC) image processing parameters on portable chest radiography
title_fullStr Impact of flexible noise control (FNC) image processing parameters on portable chest radiography
title_full_unstemmed Impact of flexible noise control (FNC) image processing parameters on portable chest radiography
title_short Impact of flexible noise control (FNC) image processing parameters on portable chest radiography
title_sort impact of flexible noise control (fnc) image processing parameters on portable chest radiography
topic Technical Notes
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9797169/
https://www.ncbi.nlm.nih.gov/pubmed/36321326
http://dx.doi.org/10.1002/acm2.13812
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