Thermoplastic 3D printing technology using a single filament for producing realistic patient-derived breast models

. This work describes an approach for producing physical anthropomorphic breast phantoms from clinical patient data using three-dimensional (3D) fused-deposition modelling (FDM) printing. . The source of the anthropomorphic model was a clinical Magnetic Resonance Imaging (MRI) patient image set, whi...

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Veröffentlicht in:Physics in medicine & biology 2022-02, Vol.67 (4), p.45008
Hauptverfasser: Dukov, Nikolay, Bliznakova, Kristina, Okkalidis, Nikiforos, Teneva, Tsvetelina, Encheva, Elitsa, Bliznakov, Zhivko
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container_issue 4
container_start_page 45008
container_title Physics in medicine & biology
container_volume 67
creator Dukov, Nikolay
Bliznakova, Kristina
Okkalidis, Nikiforos
Teneva, Tsvetelina
Encheva, Elitsa
Bliznakov, Zhivko
description . This work describes an approach for producing physical anthropomorphic breast phantoms from clinical patient data using three-dimensional (3D) fused-deposition modelling (FDM) printing. . The source of the anthropomorphic model was a clinical Magnetic Resonance Imaging (MRI) patient image set, which was segmented slice by slice into adipose and glandular tissues, skin and tumour formations; thus obtaining a four component computational breast model. The segmented tissues were mapped to specific Hounsfield Units (HU) values, which were derived from clinical breast Computed Tomography (CT) data. The obtained computational model was used as a template for producing a physical anthropomorphic breast phantom using 3D printing. FDM technology with only one polylactic acid filament was used. The physical breast phantom was scanned at Siemens SOMATOM Definition CT. Quantitative and qualitative evaluation were carried out to assess the clinical realism of CT slices of the physical breast phantom. . The comparison between selected slices from the computational breast phantom and CT slices of the physical breast phantom shows similar visual x-ray appearance of the four breast tissue structures: adipose, glandular, tumour and skin. The results from the task-based evaluation, which involved three radiologists, showed a high degree of realistic clinical radiological appearance of the modelled breast components. Measured HU values of the printed structures are within the range of HU values used in the computational phantom. Moreover, measured physical parameters of the breast phantom, such as weight and linear dimensions, agreed very well with the corresponding ones of the computational breast model. . The presented approach, based on a single FDM material, was found suitable for manufacturing of a physical breast phantom, which mimics well the 3D spatial distribution of the different breast tissues and their x-ray absorption properties. As such, it could be successfully exploited in advanced x-ray breast imaging research applications.
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This work describes an approach for producing physical anthropomorphic breast phantoms from clinical patient data using three-dimensional (3D) fused-deposition modelling (FDM) printing. . The source of the anthropomorphic model was a clinical Magnetic Resonance Imaging (MRI) patient image set, which was segmented slice by slice into adipose and glandular tissues, skin and tumour formations; thus obtaining a four component computational breast model. The segmented tissues were mapped to specific Hounsfield Units (HU) values, which were derived from clinical breast Computed Tomography (CT) data. The obtained computational model was used as a template for producing a physical anthropomorphic breast phantom using 3D printing. FDM technology with only one polylactic acid filament was used. The physical breast phantom was scanned at Siemens SOMATOM Definition CT. Quantitative and qualitative evaluation were carried out to assess the clinical realism of CT slices of the physical breast phantom. . The comparison between selected slices from the computational breast phantom and CT slices of the physical breast phantom shows similar visual x-ray appearance of the four breast tissue structures: adipose, glandular, tumour and skin. The results from the task-based evaluation, which involved three radiologists, showed a high degree of realistic clinical radiological appearance of the modelled breast components. Measured HU values of the printed structures are within the range of HU values used in the computational phantom. Moreover, measured physical parameters of the breast phantom, such as weight and linear dimensions, agreed very well with the corresponding ones of the computational breast model. . The presented approach, based on a single FDM material, was found suitable for manufacturing of a physical breast phantom, which mimics well the 3D spatial distribution of the different breast tissues and their x-ray absorption properties. 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Med. Biol</addtitle><description>. This work describes an approach for producing physical anthropomorphic breast phantoms from clinical patient data using three-dimensional (3D) fused-deposition modelling (FDM) printing. . The source of the anthropomorphic model was a clinical Magnetic Resonance Imaging (MRI) patient image set, which was segmented slice by slice into adipose and glandular tissues, skin and tumour formations; thus obtaining a four component computational breast model. The segmented tissues were mapped to specific Hounsfield Units (HU) values, which were derived from clinical breast Computed Tomography (CT) data. The obtained computational model was used as a template for producing a physical anthropomorphic breast phantom using 3D printing. FDM technology with only one polylactic acid filament was used. The physical breast phantom was scanned at Siemens SOMATOM Definition CT. Quantitative and qualitative evaluation were carried out to assess the clinical realism of CT slices of the physical breast phantom. . The comparison between selected slices from the computational breast phantom and CT slices of the physical breast phantom shows similar visual x-ray appearance of the four breast tissue structures: adipose, glandular, tumour and skin. The results from the task-based evaluation, which involved three radiologists, showed a high degree of realistic clinical radiological appearance of the modelled breast components. Measured HU values of the printed structures are within the range of HU values used in the computational phantom. Moreover, measured physical parameters of the breast phantom, such as weight and linear dimensions, agreed very well with the corresponding ones of the computational breast model. . The presented approach, based on a single FDM material, was found suitable for manufacturing of a physical breast phantom, which mimics well the 3D spatial distribution of the different breast tissues and their x-ray absorption properties. As such, it could be successfully exploited in advanced x-ray breast imaging research applications.</description><subject>3D printing</subject><subject>Breast - diagnostic imaging</subject><subject>CT breast</subject><subject>fused-deposition modelling</subject><subject>Humans</subject><subject>Magnetic Resonance Imaging</subject><subject>MRI breast</subject><subject>Phantoms, Imaging</subject><subject>physical breast phantoms</subject><subject>PLA filament</subject><subject>Printing, Three-Dimensional</subject><subject>segmentation algorithm</subject><subject>Tomography, X-Ray Computed - methods</subject><issn>0031-9155</issn><issn>1361-6560</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>O3W</sourceid><sourceid>EIF</sourceid><recordid>eNp9kL1P3jAQh62qVXmh3Tshb-1AyvkzzohoC5WQutDZcmwHjJw42AkS_z1OX8qEmE66e-6nuwehLwS-E1DqlDBJGikknBrLLYN3aPfSeo92AIw0HRHiAB2WcgdAiKL8IzpgApiSHduhfH3r85jmaMoSLGY_8JzDtITpBi_e3k4ppptHvJatYfBWosdDiGb004KHlCuf3Gq3efYmhn8xs1lCnTfO5_DgHe7rqCx4TM7H8gl9GEws_vNzPUJ_f_28Pr9srv5c_D4_u2osJ7A0bW8GxpknUlCQ0rZSCGh7xXte_3ADyK7vPG85oa71TAI1VA2M9A6cUpyyI_Rtn1svvF99WfQYivUxmsmntWgqKQFKBe0qCnvU5lRK9oOuFkaTHzUBvZnWm1a9adV703Xl-Dl97UfvXhb-q63AyR4IadZ3ac1TffatvK-v4PPYa9lqroELAKVnN7AnXb6VOA</recordid><startdate>20220221</startdate><enddate>20220221</enddate><creator>Dukov, Nikolay</creator><creator>Bliznakova, Kristina</creator><creator>Okkalidis, Nikiforos</creator><creator>Teneva, Tsvetelina</creator><creator>Encheva, Elitsa</creator><creator>Bliznakov, Zhivko</creator><general>IOP Publishing</general><scope>O3W</scope><scope>TSCCA</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0003-2697-6194</orcidid><orcidid>https://orcid.org/0000-0002-3630-5936</orcidid><orcidid>https://orcid.org/0000-0003-0831-2511</orcidid></search><sort><creationdate>20220221</creationdate><title>Thermoplastic 3D printing technology using a single filament for producing realistic patient-derived breast models</title><author>Dukov, Nikolay ; Bliznakova, Kristina ; Okkalidis, Nikiforos ; Teneva, Tsvetelina ; Encheva, Elitsa ; Bliznakov, Zhivko</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c410t-7baf343e1652066c765507b84b4011df069b9e47412d7e3602a28f31bd0d88423</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>3D printing</topic><topic>Breast - diagnostic imaging</topic><topic>CT breast</topic><topic>fused-deposition modelling</topic><topic>Humans</topic><topic>Magnetic Resonance Imaging</topic><topic>MRI breast</topic><topic>Phantoms, Imaging</topic><topic>physical breast phantoms</topic><topic>PLA filament</topic><topic>Printing, Three-Dimensional</topic><topic>segmentation algorithm</topic><topic>Tomography, X-Ray Computed - methods</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Dukov, Nikolay</creatorcontrib><creatorcontrib>Bliznakova, Kristina</creatorcontrib><creatorcontrib>Okkalidis, Nikiforos</creatorcontrib><creatorcontrib>Teneva, Tsvetelina</creatorcontrib><creatorcontrib>Encheva, Elitsa</creatorcontrib><creatorcontrib>Bliznakov, Zhivko</creatorcontrib><collection>IOP Publishing Free Content</collection><collection>IOPscience (Open Access)</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Physics in medicine &amp; biology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Dukov, Nikolay</au><au>Bliznakova, Kristina</au><au>Okkalidis, Nikiforos</au><au>Teneva, Tsvetelina</au><au>Encheva, Elitsa</au><au>Bliznakov, Zhivko</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Thermoplastic 3D printing technology using a single filament for producing realistic patient-derived breast models</atitle><jtitle>Physics in medicine &amp; biology</jtitle><stitle>PMB</stitle><addtitle>Phys. Med. Biol</addtitle><date>2022-02-21</date><risdate>2022</risdate><volume>67</volume><issue>4</issue><spage>45008</spage><pages>45008-</pages><issn>0031-9155</issn><eissn>1361-6560</eissn><coden>PHMBA7</coden><abstract>. This work describes an approach for producing physical anthropomorphic breast phantoms from clinical patient data using three-dimensional (3D) fused-deposition modelling (FDM) printing. . The source of the anthropomorphic model was a clinical Magnetic Resonance Imaging (MRI) patient image set, which was segmented slice by slice into adipose and glandular tissues, skin and tumour formations; thus obtaining a four component computational breast model. The segmented tissues were mapped to specific Hounsfield Units (HU) values, which were derived from clinical breast Computed Tomography (CT) data. The obtained computational model was used as a template for producing a physical anthropomorphic breast phantom using 3D printing. FDM technology with only one polylactic acid filament was used. The physical breast phantom was scanned at Siemens SOMATOM Definition CT. Quantitative and qualitative evaluation were carried out to assess the clinical realism of CT slices of the physical breast phantom. . The comparison between selected slices from the computational breast phantom and CT slices of the physical breast phantom shows similar visual x-ray appearance of the four breast tissue structures: adipose, glandular, tumour and skin. The results from the task-based evaluation, which involved three radiologists, showed a high degree of realistic clinical radiological appearance of the modelled breast components. Measured HU values of the printed structures are within the range of HU values used in the computational phantom. Moreover, measured physical parameters of the breast phantom, such as weight and linear dimensions, agreed very well with the corresponding ones of the computational breast model. . 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source MEDLINE; IOP Publishing Journals; Institute of Physics (IOP) Journals - HEAL-Link
subjects 3D printing
Breast - diagnostic imaging
CT breast
fused-deposition modelling
Humans
Magnetic Resonance Imaging
MRI breast
Phantoms, Imaging
physical breast phantoms
PLA filament
Printing, Three-Dimensional
segmentation algorithm
Tomography, X-Ray Computed - methods
title Thermoplastic 3D printing technology using a single filament for producing realistic patient-derived breast models
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