Experimental verification of ion stopping power prediction from dual energy CT data in tissue surrogates
We present an experimental verification of stopping-power-ratio (SPR) prediction from dual energy CT (DECT) with potential use for dose planning in proton and ion therapy. The approach is based on DECT images converted to electron density relative to water e e, w and effective atomic number Zeff. To...
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Veröffentlicht in: | Physics in medicine & biology 2014-01, Vol.59 (1), p.83-96 |
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description | We present an experimental verification of stopping-power-ratio (SPR) prediction from dual energy CT (DECT) with potential use for dose planning in proton and ion therapy. The approach is based on DECT images converted to electron density relative to water e e, w and effective atomic number Zeff. To establish a parameterization of the I-value by Zeff, 71 tabulated tissue compositions were used. For the experimental assessment of the method we scanned 20 materials (tissue surrogates, polymers, aluminum, titanium) at 80/140Sn kVp and 100/140Sn kVp (Sn: additional tin filtration) and computed the e e, w and Zeff with a purely image based algorithm. Thereby, we found that e e, w (Zeff) could be determined with an accuracy of 0.4% (1.7%) for the tissue surrogates with known elemental compositions. SPRs were predicted from DECT images for all 20 materials using the presented approach and were compared to measured water-equivalent path lengths (closely related to SPR). For the tissue surrogates the presented DECT approach was found to predict the experimental values within 0.6%, for aluminum and titanium within an accuracy of 1.7% and 9.4% (from 16-bit reconstructed DECT images). |
doi_str_mv | 10.1088/0031-9155/59/1/83 |
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The approach is based on DECT images converted to electron density relative to water e e, w and effective atomic number Zeff. To establish a parameterization of the I-value by Zeff, 71 tabulated tissue compositions were used. For the experimental assessment of the method we scanned 20 materials (tissue surrogates, polymers, aluminum, titanium) at 80/140Sn kVp and 100/140Sn kVp (Sn: additional tin filtration) and computed the e e, w and Zeff with a purely image based algorithm. Thereby, we found that e e, w (Zeff) could be determined with an accuracy of 0.4% (1.7%) for the tissue surrogates with known elemental compositions. SPRs were predicted from DECT images for all 20 materials using the presented approach and were compared to measured water-equivalent path lengths (closely related to SPR). For the tissue surrogates the presented DECT approach was found to predict the experimental values within 0.6%, for aluminum and titanium within an accuracy of 1.7% and 9.4% (from 16-bit reconstructed DECT images).</description><identifier>ISSN: 0031-9155</identifier><identifier>EISSN: 1361-6560</identifier><identifier>DOI: 10.1088/0031-9155/59/1/83</identifier><identifier>PMID: 24334601</identifier><identifier>CODEN: PHMBA7</identifier><language>eng</language><publisher>England: IOP Publishing</publisher><subject>Aluminum ; CT calibration ; dual source CT ; heavy ion therapy ; Humans ; Phantoms, Imaging ; Polymethyl Methacrylate ; proton therapy ; Titanium ; Tomography, X-Ray Computed - instrumentation ; water-equivalent path length WEPL</subject><ispartof>Physics in medicine & biology, 2014-01, Vol.59 (1), p.83-96</ispartof><rights>2014 Institute of Physics and Engineering in Medicine</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c405t-ad4017464780641040331911de6bcce7dc00e7f4ad046c1947edae50a91c901c3</citedby><cites>FETCH-LOGICAL-c405t-ad4017464780641040331911de6bcce7dc00e7f4ad046c1947edae50a91c901c3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://iopscience.iop.org/article/10.1088/0031-9155/59/1/83/pdf$$EPDF$$P50$$Giop$$H</linktopdf><link.rule.ids>314,776,780,27901,27902,53821,53868</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/24334601$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Hünemohr, Nora</creatorcontrib><creatorcontrib>Krauss, Bernhard</creatorcontrib><creatorcontrib>Tremmel, Christoph</creatorcontrib><creatorcontrib>Ackermann, Benjamin</creatorcontrib><creatorcontrib>Jäkel, Oliver</creatorcontrib><creatorcontrib>Greilich, Steffen</creatorcontrib><title>Experimental verification of ion stopping power prediction from dual energy CT data in tissue surrogates</title><title>Physics in medicine & biology</title><addtitle>PMB</addtitle><addtitle>Phys. Med. Biol</addtitle><description>We present an experimental verification of stopping-power-ratio (SPR) prediction from dual energy CT (DECT) with potential use for dose planning in proton and ion therapy. The approach is based on DECT images converted to electron density relative to water e e, w and effective atomic number Zeff. To establish a parameterization of the I-value by Zeff, 71 tabulated tissue compositions were used. For the experimental assessment of the method we scanned 20 materials (tissue surrogates, polymers, aluminum, titanium) at 80/140Sn kVp and 100/140Sn kVp (Sn: additional tin filtration) and computed the e e, w and Zeff with a purely image based algorithm. Thereby, we found that e e, w (Zeff) could be determined with an accuracy of 0.4% (1.7%) for the tissue surrogates with known elemental compositions. SPRs were predicted from DECT images for all 20 materials using the presented approach and were compared to measured water-equivalent path lengths (closely related to SPR). For the tissue surrogates the presented DECT approach was found to predict the experimental values within 0.6%, for aluminum and titanium within an accuracy of 1.7% and 9.4% (from 16-bit reconstructed DECT images).</description><subject>Aluminum</subject><subject>CT calibration</subject><subject>dual source CT</subject><subject>heavy ion therapy</subject><subject>Humans</subject><subject>Phantoms, Imaging</subject><subject>Polymethyl Methacrylate</subject><subject>proton therapy</subject><subject>Titanium</subject><subject>Tomography, X-Ray Computed - instrumentation</subject><subject>water-equivalent path length WEPL</subject><issn>0031-9155</issn><issn>1361-6560</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9kMtOwzAQRS0EgvL4ADbISzahM_UjyRJVvCQkNrC2jD0pRm0c7ATo35NSYMlqRppzrzSHsVOEC4SqmgIILGpUaqrqKU4rscMmKDQWWmnYZZO_-wE7zPkVALGayX12MJNCSA04YS9Xnx2lsKK2t0v-Pq5NcLYPseWx4ZuR-9h1oV3wLn5Q4l0iH9w30KS44n4Yc9RSWqz5_JF721seWt6HnAfieUgpLmxP-ZjtNXaZ6eRnHrGn66vH-W1x_3BzN7-8L5wE1RfWS8BSallWoCWCBCGwRvSkn52j0jsAKhtpPUjtsJYleUsKbI2uBnTiiJ1ve7sU3wbKvVmF7Gi5tC3FIRuUZalUpeVsRHGLuhRzTtSYbjRh09ogmI1gsxFoNgKNqg2aSoyZs5_64XlF_i_xa3QEii0QYmde45Da8dt_Cr8AZ6WEdA</recordid><startdate>20140106</startdate><enddate>20140106</enddate><creator>Hünemohr, Nora</creator><creator>Krauss, Bernhard</creator><creator>Tremmel, Christoph</creator><creator>Ackermann, Benjamin</creator><creator>Jäkel, Oliver</creator><creator>Greilich, Steffen</creator><general>IOP Publishing</general><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></search><sort><creationdate>20140106</creationdate><title>Experimental verification of ion stopping power prediction from dual energy CT data in tissue surrogates</title><author>Hünemohr, Nora ; Krauss, Bernhard ; Tremmel, Christoph ; Ackermann, Benjamin ; Jäkel, Oliver ; Greilich, Steffen</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c405t-ad4017464780641040331911de6bcce7dc00e7f4ad046c1947edae50a91c901c3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2014</creationdate><topic>Aluminum</topic><topic>CT calibration</topic><topic>dual source CT</topic><topic>heavy ion therapy</topic><topic>Humans</topic><topic>Phantoms, Imaging</topic><topic>Polymethyl Methacrylate</topic><topic>proton therapy</topic><topic>Titanium</topic><topic>Tomography, X-Ray Computed - instrumentation</topic><topic>water-equivalent path length WEPL</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Hünemohr, Nora</creatorcontrib><creatorcontrib>Krauss, Bernhard</creatorcontrib><creatorcontrib>Tremmel, Christoph</creatorcontrib><creatorcontrib>Ackermann, Benjamin</creatorcontrib><creatorcontrib>Jäkel, Oliver</creatorcontrib><creatorcontrib>Greilich, Steffen</creatorcontrib><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 & biology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Hünemohr, Nora</au><au>Krauss, Bernhard</au><au>Tremmel, Christoph</au><au>Ackermann, Benjamin</au><au>Jäkel, Oliver</au><au>Greilich, Steffen</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Experimental verification of ion stopping power prediction from dual energy CT data in tissue surrogates</atitle><jtitle>Physics in medicine & biology</jtitle><stitle>PMB</stitle><addtitle>Phys. Med. Biol</addtitle><date>2014-01-06</date><risdate>2014</risdate><volume>59</volume><issue>1</issue><spage>83</spage><epage>96</epage><pages>83-96</pages><issn>0031-9155</issn><eissn>1361-6560</eissn><coden>PHMBA7</coden><abstract>We present an experimental verification of stopping-power-ratio (SPR) prediction from dual energy CT (DECT) with potential use for dose planning in proton and ion therapy. The approach is based on DECT images converted to electron density relative to water e e, w and effective atomic number Zeff. To establish a parameterization of the I-value by Zeff, 71 tabulated tissue compositions were used. For the experimental assessment of the method we scanned 20 materials (tissue surrogates, polymers, aluminum, titanium) at 80/140Sn kVp and 100/140Sn kVp (Sn: additional tin filtration) and computed the e e, w and Zeff with a purely image based algorithm. Thereby, we found that e e, w (Zeff) could be determined with an accuracy of 0.4% (1.7%) for the tissue surrogates with known elemental compositions. SPRs were predicted from DECT images for all 20 materials using the presented approach and were compared to measured water-equivalent path lengths (closely related to SPR). For the tissue surrogates the presented DECT approach was found to predict the experimental values within 0.6%, for aluminum and titanium within an accuracy of 1.7% and 9.4% (from 16-bit reconstructed DECT images).</abstract><cop>England</cop><pub>IOP Publishing</pub><pmid>24334601</pmid><doi>10.1088/0031-9155/59/1/83</doi><tpages>14</tpages></addata></record> |
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subjects | Aluminum CT calibration dual source CT heavy ion therapy Humans Phantoms, Imaging Polymethyl Methacrylate proton therapy Titanium Tomography, X-Ray Computed - instrumentation water-equivalent path length WEPL |
title | Experimental verification of ion stopping power prediction from dual energy CT data in tissue surrogates |
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