Effect of x-ray energy on the radiological image quality in propagation-based phase-contrast computed tomography of the breast

Purpose: Breast cancer is the most common cancer in women in developing and developed countries and is responsible for 15% of women’s cancer deaths worldwide. Conventional absorption-based breast imaging techniques lack sufficient contrast for comprehensive diagnosis. Propagation-based phase-contras...

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Veröffentlicht in:Journal of medical imaging (Bellingham, Wash.) Wash.), 2021-09, Vol.8 (5), p.052108-052108
Hauptverfasser: Wan, Sarina, Arhatari, Benedicta D, Nesterets, Yakov I, Mayo, Sheridan C, Thompson, Darren, Fox, Jane, Kumar, Beena, Prodanovic, Zdenka, Hausermann, Daniel, Maksimenko, Anton, Hall, Christopher, Dimmock, Matthew, Pavlov, Konstantin M, Lockie, Darren, Rickard, Mary, Gadomkar, Ziba, Aminzadeh, Alaleh, Vafa, Elham, Peele, Andrew, Quiney, Harry M, Lewis, Sarah, Gureyev, Timur E, Brennan, Patrick C, Taba, Seyedamir Tavakoli
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container_end_page 052108
container_issue 5
container_start_page 052108
container_title Journal of medical imaging (Bellingham, Wash.)
container_volume 8
creator Wan, Sarina
Arhatari, Benedicta D
Nesterets, Yakov I
Mayo, Sheridan C
Thompson, Darren
Fox, Jane
Kumar, Beena
Prodanovic, Zdenka
Hausermann, Daniel
Maksimenko, Anton
Hall, Christopher
Dimmock, Matthew
Pavlov, Konstantin M
Lockie, Darren
Rickard, Mary
Gadomkar, Ziba
Aminzadeh, Alaleh
Vafa, Elham
Peele, Andrew
Quiney, Harry M
Lewis, Sarah
Gureyev, Timur E
Brennan, Patrick C
Taba, Seyedamir Tavakoli
description Purpose: Breast cancer is the most common cancer in women in developing and developed countries and is responsible for 15% of women’s cancer deaths worldwide. Conventional absorption-based breast imaging techniques lack sufficient contrast for comprehensive diagnosis. Propagation-based phase-contrast computed tomography (PB-CT) is a developing technique that exploits a more contrast-sensitive property of x-rays: x-ray refraction. X-ray absorption, refraction, and contrast-to-noise in the corresponding images depend on the x-ray energy used, for the same/fixed radiation dose. The aim of this paper is to explore the relationship between x-ray energy and radiological image quality in PB-CT imaging. Approach: Thirty-nine mastectomy samples were scanned at the imaging and medical beamline at the Australian Synchrotron. Samples were scanned at various x-ray energies of 26, 28, 30, 32, 34, and 60 keV using a Hamamatsu Flat Panel detector at the same object-to-detector distance of 6 m and mean glandular dose of 4 mGy. A total of 132 image sets were produced for analysis. Seven observers rated PB-CT images against absorption-based CT (AB-CT) images of the same samples on a five-point scale. A visual grading characteristics (VGC) study was used to determine the difference in image quality. Results: PB-CT images produced at 28, 30, 32, and 34 keV x-ray energies demonstrated statistically significant higher image quality than reference AB-CT images. The optimum x-ray energy, 30 keV, displayed the largest area under the curve   (  AUCVGC  )   of 0.754 (p  =  0.009). This was followed by 32 keV (AUCVGC  =  0.731, p  ≤  0.001), 34 keV (AUCVGC  =  0.723, p  ≤  0.001), and 28 keV (AUCVGC  =  0.654, p  =  0.015). Conclusions: An optimum energy range (around 30 keV) in the PB-CT technique allows for higher image quality at a dose comparable to conventional mammographic techniques. This results in improved radiological image quality compared with conventional techniques, which may ultimately lead to higher diagnostic efficacy and a reduction in breast cancer mortalities.
doi_str_mv 10.1117/1.JMI.8.5.052108
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Conventional absorption-based breast imaging techniques lack sufficient contrast for comprehensive diagnosis. Propagation-based phase-contrast computed tomography (PB-CT) is a developing technique that exploits a more contrast-sensitive property of x-rays: x-ray refraction. X-ray absorption, refraction, and contrast-to-noise in the corresponding images depend on the x-ray energy used, for the same/fixed radiation dose. The aim of this paper is to explore the relationship between x-ray energy and radiological image quality in PB-CT imaging. Approach: Thirty-nine mastectomy samples were scanned at the imaging and medical beamline at the Australian Synchrotron. Samples were scanned at various x-ray energies of 26, 28, 30, 32, 34, and 60 keV using a Hamamatsu Flat Panel detector at the same object-to-detector distance of 6 m and mean glandular dose of 4 mGy. A total of 132 image sets were produced for analysis. Seven observers rated PB-CT images against absorption-based CT (AB-CT) images of the same samples on a five-point scale. A visual grading characteristics (VGC) study was used to determine the difference in image quality. Results: PB-CT images produced at 28, 30, 32, and 34 keV x-ray energies demonstrated statistically significant higher image quality than reference AB-CT images. The optimum x-ray energy, 30 keV, displayed the largest area under the curve   (  AUCVGC  )   of 0.754 (p  =  0.009). This was followed by 32 keV (AUCVGC  =  0.731, p  ≤  0.001), 34 keV (AUCVGC  =  0.723, p  ≤  0.001), and 28 keV (AUCVGC  =  0.654, p  =  0.015). Conclusions: An optimum energy range (around 30 keV) in the PB-CT technique allows for higher image quality at a dose comparable to conventional mammographic techniques. This results in improved radiological image quality compared with conventional techniques, which may ultimately lead to higher diagnostic efficacy and a reduction in breast cancer mortalities.</description><identifier>ISSN: 2329-4302</identifier><identifier>EISSN: 2329-4310</identifier><identifier>DOI: 10.1117/1.JMI.8.5.052108</identifier><identifier>PMID: 34268442</identifier><language>eng</language><publisher>Society of Photo-Optical Instrumentation Engineers</publisher><subject>Special Section Celebrating X-Ray Computed Tomography at 50</subject><ispartof>Journal of medical imaging (Bellingham, Wash.), 2021-09, Vol.8 (5), p.052108-052108</ispartof><rights>2021 Society of Photo-Optical Instrumentation Engineers (SPIE)</rights><rights>2021 Society of Photo-Optical Instrumentation Engineers (SPIE) 2021 Society of Photo-Optical Instrumentation Engineers</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><orcidid>0000-0002-2737-7946 ; 0000-0002-1935-6651 ; 0000-0002-0827-7261 ; 0000-0003-2082-6662 ; 0000-0002-1756-4406 ; 0000-0001-8691-7677 ; 0000-0002-5024-1772 ; 0000-0001-8611-7258 ; 0000-0001-8759-0063</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8273647/pdf/$$EPDF$$P50$$Gpubmedcentral$$H</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8273647/$$EHTML$$P50$$Gpubmedcentral$$H</linktohtml><link.rule.ids>230,314,723,776,780,881,27901,27902,53766,53768</link.rule.ids></links><search><creatorcontrib>Wan, Sarina</creatorcontrib><creatorcontrib>Arhatari, Benedicta D</creatorcontrib><creatorcontrib>Nesterets, Yakov I</creatorcontrib><creatorcontrib>Mayo, Sheridan C</creatorcontrib><creatorcontrib>Thompson, Darren</creatorcontrib><creatorcontrib>Fox, Jane</creatorcontrib><creatorcontrib>Kumar, Beena</creatorcontrib><creatorcontrib>Prodanovic, Zdenka</creatorcontrib><creatorcontrib>Hausermann, Daniel</creatorcontrib><creatorcontrib>Maksimenko, Anton</creatorcontrib><creatorcontrib>Hall, Christopher</creatorcontrib><creatorcontrib>Dimmock, Matthew</creatorcontrib><creatorcontrib>Pavlov, Konstantin M</creatorcontrib><creatorcontrib>Lockie, Darren</creatorcontrib><creatorcontrib>Rickard, Mary</creatorcontrib><creatorcontrib>Gadomkar, Ziba</creatorcontrib><creatorcontrib>Aminzadeh, Alaleh</creatorcontrib><creatorcontrib>Vafa, Elham</creatorcontrib><creatorcontrib>Peele, Andrew</creatorcontrib><creatorcontrib>Quiney, Harry M</creatorcontrib><creatorcontrib>Lewis, Sarah</creatorcontrib><creatorcontrib>Gureyev, Timur E</creatorcontrib><creatorcontrib>Brennan, Patrick C</creatorcontrib><creatorcontrib>Taba, Seyedamir Tavakoli</creatorcontrib><title>Effect of x-ray energy on the radiological image quality in propagation-based phase-contrast computed tomography of the breast</title><title>Journal of medical imaging (Bellingham, Wash.)</title><addtitle>J. Med. Imag</addtitle><description>Purpose: Breast cancer is the most common cancer in women in developing and developed countries and is responsible for 15% of women’s cancer deaths worldwide. Conventional absorption-based breast imaging techniques lack sufficient contrast for comprehensive diagnosis. Propagation-based phase-contrast computed tomography (PB-CT) is a developing technique that exploits a more contrast-sensitive property of x-rays: x-ray refraction. X-ray absorption, refraction, and contrast-to-noise in the corresponding images depend on the x-ray energy used, for the same/fixed radiation dose. The aim of this paper is to explore the relationship between x-ray energy and radiological image quality in PB-CT imaging. Approach: Thirty-nine mastectomy samples were scanned at the imaging and medical beamline at the Australian Synchrotron. Samples were scanned at various x-ray energies of 26, 28, 30, 32, 34, and 60 keV using a Hamamatsu Flat Panel detector at the same object-to-detector distance of 6 m and mean glandular dose of 4 mGy. A total of 132 image sets were produced for analysis. Seven observers rated PB-CT images against absorption-based CT (AB-CT) images of the same samples on a five-point scale. A visual grading characteristics (VGC) study was used to determine the difference in image quality. Results: PB-CT images produced at 28, 30, 32, and 34 keV x-ray energies demonstrated statistically significant higher image quality than reference AB-CT images. The optimum x-ray energy, 30 keV, displayed the largest area under the curve   (  AUCVGC  )   of 0.754 (p  =  0.009). This was followed by 32 keV (AUCVGC  =  0.731, p  ≤  0.001), 34 keV (AUCVGC  =  0.723, p  ≤  0.001), and 28 keV (AUCVGC  =  0.654, p  =  0.015). Conclusions: An optimum energy range (around 30 keV) in the PB-CT technique allows for higher image quality at a dose comparable to conventional mammographic techniques. This results in improved radiological image quality compared with conventional techniques, which may ultimately lead to higher diagnostic efficacy and a reduction in breast cancer mortalities.</description><subject>Special Section Celebrating X-Ray Computed Tomography at 50</subject><issn>2329-4302</issn><issn>2329-4310</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNp1UcFunDAQtaJWSZTmnqOPuUBtY8BcIlWrtE21VS_J2RpgYB0BZm1TlUu_PUa7itRDTzMav3lvnh8hd5ylnPPyM09__HxKVZqnLBecqQtyLTJRJTLj7MN7z8QVufX-lTHG-QaUl-Qqk6JQUopr8vex67AJ1Hb0T-JgpTih61dqJxoOSB20xg62Nw0M1IzQIz0uMJiwUjPR2dkZegjGTkkNHls6H2JJGjsFBz7Qxo7zEuI82NH2DubDuiltzLXDiPhEPnYweLw91xvy8vXxefc92f_69rT7sk-arJAh4TyTWCgV7dR1UXRM5TJTBYhWMmihrepouihbrEXH6yovM1BQcSFkngvWVdkNeTjxzks9YtvgduCgZxc9uVVbMPrfl8kcdG9_ayXKeEEZCe7PBM4eF_RBj8Y3OAwwoV28FlGoKqtCbVrsBG2c9d5h9y7Dmd6S01zH5LTSuT4lF1eS04qfDepXu7gp_sb_8W_dR5qM</recordid><startdate>20210901</startdate><enddate>20210901</enddate><creator>Wan, Sarina</creator><creator>Arhatari, Benedicta D</creator><creator>Nesterets, Yakov I</creator><creator>Mayo, Sheridan C</creator><creator>Thompson, Darren</creator><creator>Fox, Jane</creator><creator>Kumar, Beena</creator><creator>Prodanovic, Zdenka</creator><creator>Hausermann, Daniel</creator><creator>Maksimenko, Anton</creator><creator>Hall, Christopher</creator><creator>Dimmock, Matthew</creator><creator>Pavlov, Konstantin M</creator><creator>Lockie, Darren</creator><creator>Rickard, Mary</creator><creator>Gadomkar, Ziba</creator><creator>Aminzadeh, Alaleh</creator><creator>Vafa, Elham</creator><creator>Peele, Andrew</creator><creator>Quiney, Harry M</creator><creator>Lewis, Sarah</creator><creator>Gureyev, Timur E</creator><creator>Brennan, Patrick C</creator><creator>Taba, Seyedamir Tavakoli</creator><general>Society of Photo-Optical Instrumentation Engineers</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-2737-7946</orcidid><orcidid>https://orcid.org/0000-0002-1935-6651</orcidid><orcidid>https://orcid.org/0000-0002-0827-7261</orcidid><orcidid>https://orcid.org/0000-0003-2082-6662</orcidid><orcidid>https://orcid.org/0000-0002-1756-4406</orcidid><orcidid>https://orcid.org/0000-0001-8691-7677</orcidid><orcidid>https://orcid.org/0000-0002-5024-1772</orcidid><orcidid>https://orcid.org/0000-0001-8611-7258</orcidid><orcidid>https://orcid.org/0000-0001-8759-0063</orcidid></search><sort><creationdate>20210901</creationdate><title>Effect of x-ray energy on the radiological image quality in propagation-based phase-contrast computed tomography of the breast</title><author>Wan, Sarina ; 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Med. Imag</addtitle><date>2021-09-01</date><risdate>2021</risdate><volume>8</volume><issue>5</issue><spage>052108</spage><epage>052108</epage><pages>052108-052108</pages><issn>2329-4302</issn><eissn>2329-4310</eissn><abstract>Purpose: Breast cancer is the most common cancer in women in developing and developed countries and is responsible for 15% of women’s cancer deaths worldwide. Conventional absorption-based breast imaging techniques lack sufficient contrast for comprehensive diagnosis. Propagation-based phase-contrast computed tomography (PB-CT) is a developing technique that exploits a more contrast-sensitive property of x-rays: x-ray refraction. X-ray absorption, refraction, and contrast-to-noise in the corresponding images depend on the x-ray energy used, for the same/fixed radiation dose. The aim of this paper is to explore the relationship between x-ray energy and radiological image quality in PB-CT imaging. Approach: Thirty-nine mastectomy samples were scanned at the imaging and medical beamline at the Australian Synchrotron. Samples were scanned at various x-ray energies of 26, 28, 30, 32, 34, and 60 keV using a Hamamatsu Flat Panel detector at the same object-to-detector distance of 6 m and mean glandular dose of 4 mGy. A total of 132 image sets were produced for analysis. Seven observers rated PB-CT images against absorption-based CT (AB-CT) images of the same samples on a five-point scale. A visual grading characteristics (VGC) study was used to determine the difference in image quality. Results: PB-CT images produced at 28, 30, 32, and 34 keV x-ray energies demonstrated statistically significant higher image quality than reference AB-CT images. The optimum x-ray energy, 30 keV, displayed the largest area under the curve   (  AUCVGC  )   of 0.754 (p  =  0.009). This was followed by 32 keV (AUCVGC  =  0.731, p  ≤  0.001), 34 keV (AUCVGC  =  0.723, p  ≤  0.001), and 28 keV (AUCVGC  =  0.654, p  =  0.015). Conclusions: An optimum energy range (around 30 keV) in the PB-CT technique allows for higher image quality at a dose comparable to conventional mammographic techniques. 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title Effect of x-ray energy on the radiological image quality in propagation-based phase-contrast computed tomography of the breast
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