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Design and fabrication of 3D-printed patient-specific soft tissue and bone phantoms for CT imaging
The objective of this study is to create patient-specific phantoms for computed tomography (CT) that possess accurate densities and exhibit visually realistic image textures. These qualities are crucial for evaluating CT performance in clinical settings. The study builds upon a previously presented...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10577126/ https://www.ncbi.nlm.nih.gov/pubmed/37840044 http://dx.doi.org/10.1038/s41598-023-44602-9 |
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author | Mei, Kai Pasyar, Pouyan Geagan, Michael Liu, Leening P. Shapira, Nadav Gang, Grace J. Stayman, J. Webster Noël, Peter B. |
author_facet | Mei, Kai Pasyar, Pouyan Geagan, Michael Liu, Leening P. Shapira, Nadav Gang, Grace J. Stayman, J. Webster Noël, Peter B. |
author_sort | Mei, Kai |
collection | PubMed |
description | The objective of this study is to create patient-specific phantoms for computed tomography (CT) that possess accurate densities and exhibit visually realistic image textures. These qualities are crucial for evaluating CT performance in clinical settings. The study builds upon a previously presented 3D printing method (PixelPrint) by incorporating soft tissue and bone structures. We converted patient DICOM images directly into 3D printer instructions using PixelPrint and utilized calcium-doped filament to increase the Hounsfield unit (HU) range. Density was modeled by controlling printing speed according to volumetric filament ratio to emulate attenuation profiles. We designed micro-CT phantoms to demonstrate the reproducibility, and to determine mapping between filament ratios and HU values on clinical CT systems. Patient phantoms based on clinical cervical spine and knee examinations were manufactured and scanned with a clinical spectral CT scanner. The CT images of the patient-based phantom closely resembled original CT images in visual texture and contrast. Micro-CT analysis revealed minimal variations between prints, with an overall deviation of ± 0.8% in filament line spacing and ± 0.022 mm in line width. Measured differences between patient and phantom were less than 12 HU for soft tissue and 15 HU for bone marrow, and 514 HU for cortical bone. The calcium-doped filament accurately represented bony tissue structures across different X-ray energies in spectral CT (RMSE ranging from ± 3 to ± 28 HU, compared to 400 mg/ml hydroxyapatite). In conclusion, this study demonstrated the possibility of extending 3D-printed patient-based phantoms to soft tissue and bone structures while maintaining accurate organ geometry, image texture, and attenuation profiles. |
format | Online Article Text |
id | pubmed-10577126 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-105771262023-10-17 Design and fabrication of 3D-printed patient-specific soft tissue and bone phantoms for CT imaging Mei, Kai Pasyar, Pouyan Geagan, Michael Liu, Leening P. Shapira, Nadav Gang, Grace J. Stayman, J. Webster Noël, Peter B. Sci Rep Article The objective of this study is to create patient-specific phantoms for computed tomography (CT) that possess accurate densities and exhibit visually realistic image textures. These qualities are crucial for evaluating CT performance in clinical settings. The study builds upon a previously presented 3D printing method (PixelPrint) by incorporating soft tissue and bone structures. We converted patient DICOM images directly into 3D printer instructions using PixelPrint and utilized calcium-doped filament to increase the Hounsfield unit (HU) range. Density was modeled by controlling printing speed according to volumetric filament ratio to emulate attenuation profiles. We designed micro-CT phantoms to demonstrate the reproducibility, and to determine mapping between filament ratios and HU values on clinical CT systems. Patient phantoms based on clinical cervical spine and knee examinations were manufactured and scanned with a clinical spectral CT scanner. The CT images of the patient-based phantom closely resembled original CT images in visual texture and contrast. Micro-CT analysis revealed minimal variations between prints, with an overall deviation of ± 0.8% in filament line spacing and ± 0.022 mm in line width. Measured differences between patient and phantom were less than 12 HU for soft tissue and 15 HU for bone marrow, and 514 HU for cortical bone. The calcium-doped filament accurately represented bony tissue structures across different X-ray energies in spectral CT (RMSE ranging from ± 3 to ± 28 HU, compared to 400 mg/ml hydroxyapatite). In conclusion, this study demonstrated the possibility of extending 3D-printed patient-based phantoms to soft tissue and bone structures while maintaining accurate organ geometry, image texture, and attenuation profiles. Nature Publishing Group UK 2023-10-15 /pmc/articles/PMC10577126/ /pubmed/37840044 http://dx.doi.org/10.1038/s41598-023-44602-9 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Mei, Kai Pasyar, Pouyan Geagan, Michael Liu, Leening P. Shapira, Nadav Gang, Grace J. Stayman, J. Webster Noël, Peter B. Design and fabrication of 3D-printed patient-specific soft tissue and bone phantoms for CT imaging |
title | Design and fabrication of 3D-printed patient-specific soft tissue and bone phantoms for CT imaging |
title_full | Design and fabrication of 3D-printed patient-specific soft tissue and bone phantoms for CT imaging |
title_fullStr | Design and fabrication of 3D-printed patient-specific soft tissue and bone phantoms for CT imaging |
title_full_unstemmed | Design and fabrication of 3D-printed patient-specific soft tissue and bone phantoms for CT imaging |
title_short | Design and fabrication of 3D-printed patient-specific soft tissue and bone phantoms for CT imaging |
title_sort | design and fabrication of 3d-printed patient-specific soft tissue and bone phantoms for ct imaging |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10577126/ https://www.ncbi.nlm.nih.gov/pubmed/37840044 http://dx.doi.org/10.1038/s41598-023-44602-9 |
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