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High-dynamic-range micro-CT for nondestructive testing of titanium 3D-printed medical components

PURPOSE: Industrial microcomputed tomography (micro-CT) scanners are suitable for nondestructive testing (NDT) of metal, 3D-printed medical components. Typically, these scanners are equipped with high-energy sources that require heavy shielding and costly infrastructure to operate safely, making rou...

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Autores principales: Cobos, Santiago Fabian, Norley, Christopher James, Pollmann, Steven Ingo, Holdsworth, David Wayne
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Society of Photo-Optical Instrumentation Engineers 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9339667/
https://www.ncbi.nlm.nih.gov/pubmed/35928636
http://dx.doi.org/10.1117/1.JMI.9.4.044004
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author Cobos, Santiago Fabian
Norley, Christopher James
Pollmann, Steven Ingo
Holdsworth, David Wayne
author_facet Cobos, Santiago Fabian
Norley, Christopher James
Pollmann, Steven Ingo
Holdsworth, David Wayne
author_sort Cobos, Santiago Fabian
collection PubMed
description PURPOSE: Industrial microcomputed tomography (micro-CT) scanners are suitable for nondestructive testing (NDT) of metal, 3D-printed medical components. Typically, these scanners are equipped with high-energy sources that require heavy shielding and costly infrastructure to operate safely, making routine NDT of medical components prohibitively expensive. Alternatively, fixed-current, low-cost x-ray units could be implemented to perform CT-based NDT of 3D-printed medical parts in a subset of cases, if there is sufficient x-ray transmission for the CT reconstruction. A lack of signal—caused by areas of high attenuation in two-dimensional-projection images of metal objects—leads to artifacts that can make an image-based NDT unreliable. We present the implementation of a dual-exposure technique devised to extend the dynamic range (DR) of a commercially available CT scanner equipped with a low-cost low-energy (80 kV) x-ray unit, increasing the signal-to-noise ratio of highly attenuated areas for NDT of 3D-printed medical components. APPROACH: Our high-dynamic-range CT (HDR-CT) technique adequately combines projection images acquired at two exposure levels by modifying the integration times of each protocol. We evaluate the performance and limitations of this HDR-CT technique by imaging a series of titanium-alloy test-samples. One of the test-samples was a resolution and conspicuity phantom designed to assess the improvements in void visualization of the proposed methodology. The other test-samples were four porous cylinders, [Formula: see text] , with 60%, 70%, 80%, and 90% nominal internal porosities. RESULTS: Our HDR-CT technique adequately combines projection images acquired at two exposure levels by modifying the integration times of each protocol. Our results demonstrate that the 12-bit native DR of the CT scanner was increased to effective values of between 14 and 16 bits. CONCLUSIONS: The HDR-CT reconstructions showed improved contrast-to-noise and void conspicuity, when compared with conventional CT scans. This extension of DR has the potential to improve defect visualization during NDT of medium-size, titanium-alloy, 3D-printed medical components.
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spelling pubmed-93396672023-08-01 High-dynamic-range micro-CT for nondestructive testing of titanium 3D-printed medical components Cobos, Santiago Fabian Norley, Christopher James Pollmann, Steven Ingo Holdsworth, David Wayne J Med Imaging (Bellingham) Image Processing PURPOSE: Industrial microcomputed tomography (micro-CT) scanners are suitable for nondestructive testing (NDT) of metal, 3D-printed medical components. Typically, these scanners are equipped with high-energy sources that require heavy shielding and costly infrastructure to operate safely, making routine NDT of medical components prohibitively expensive. Alternatively, fixed-current, low-cost x-ray units could be implemented to perform CT-based NDT of 3D-printed medical parts in a subset of cases, if there is sufficient x-ray transmission for the CT reconstruction. A lack of signal—caused by areas of high attenuation in two-dimensional-projection images of metal objects—leads to artifacts that can make an image-based NDT unreliable. We present the implementation of a dual-exposure technique devised to extend the dynamic range (DR) of a commercially available CT scanner equipped with a low-cost low-energy (80 kV) x-ray unit, increasing the signal-to-noise ratio of highly attenuated areas for NDT of 3D-printed medical components. APPROACH: Our high-dynamic-range CT (HDR-CT) technique adequately combines projection images acquired at two exposure levels by modifying the integration times of each protocol. We evaluate the performance and limitations of this HDR-CT technique by imaging a series of titanium-alloy test-samples. One of the test-samples was a resolution and conspicuity phantom designed to assess the improvements in void visualization of the proposed methodology. The other test-samples were four porous cylinders, [Formula: see text] , with 60%, 70%, 80%, and 90% nominal internal porosities. RESULTS: Our HDR-CT technique adequately combines projection images acquired at two exposure levels by modifying the integration times of each protocol. Our results demonstrate that the 12-bit native DR of the CT scanner was increased to effective values of between 14 and 16 bits. CONCLUSIONS: The HDR-CT reconstructions showed improved contrast-to-noise and void conspicuity, when compared with conventional CT scans. This extension of DR has the potential to improve defect visualization during NDT of medium-size, titanium-alloy, 3D-printed medical components. Society of Photo-Optical Instrumentation Engineers 2022-08-01 2022-07 /pmc/articles/PMC9339667/ /pubmed/35928636 http://dx.doi.org/10.1117/1.JMI.9.4.044004 Text en © 2022 The Authors https://creativecommons.org/licenses/by/4.0/Published by SPIE under a Creative Commons Attribution 4.0 International License. Distribution or reproduction of this work in whole or in part requires full attribution of the original publication, including its DOI.
spellingShingle Image Processing
Cobos, Santiago Fabian
Norley, Christopher James
Pollmann, Steven Ingo
Holdsworth, David Wayne
High-dynamic-range micro-CT for nondestructive testing of titanium 3D-printed medical components
title High-dynamic-range micro-CT for nondestructive testing of titanium 3D-printed medical components
title_full High-dynamic-range micro-CT for nondestructive testing of titanium 3D-printed medical components
title_fullStr High-dynamic-range micro-CT for nondestructive testing of titanium 3D-printed medical components
title_full_unstemmed High-dynamic-range micro-CT for nondestructive testing of titanium 3D-printed medical components
title_short High-dynamic-range micro-CT for nondestructive testing of titanium 3D-printed medical components
title_sort high-dynamic-range micro-ct for nondestructive testing of titanium 3d-printed medical components
topic Image Processing
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9339667/
https://www.ncbi.nlm.nih.gov/pubmed/35928636
http://dx.doi.org/10.1117/1.JMI.9.4.044004
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