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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Society of Photo-Optical Instrumentation Engineers
2022
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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. |
format | Online Article Text |
id | pubmed-9339667 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Society of Photo-Optical Instrumentation Engineers |
record_format | MEDLINE/PubMed |
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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